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        }
      ],
      "xlabel": "Independent target-absent intervals",
      "ylabel": "At least one false record",
      "logx": false,
      "logy": false
    }
  ],
  "title": "Presence, detection and accumulated false records are distinct",
  "assumptions": "Independent repeated visits and absent intervals, no real recordings. Occupancy set to1 for plotted conditional curves. Environmental correlation not modeled.",
  "worked": "p=0.2时K=3检出0.488，K=10约0.892626；p由0.5降至0.2且K=3，检出由0.875降0.488，变化约-44.23%，不代表存在状态变化。",
  "checks": {
    "detect_p02_K3": 0.4879999999999999,
    "detect_p02_K10": 0.8926258175999999,
    "apparent_decline": -0.4422857142857144
  },
  "generator_source_sha256": {
    "ops/datacenter/editorial_guides/science_figures.py": "01890ea429a67a880650c9b0602b1b66ed6ddeaa9704b7224897857a5f4803d7",
    "ops/datacenter/editorial_guides/deep_figures.py": "158969d9b1f5a4bd13906cf78dd71affc2692df9194593918059d861a6f59c85"
  },
  "source_ids": [
    "birdnet",
    "birdnet-global",
    "arxiv-2012.07421"
  ],
  "formula_source": "Article equations and this versioned script",
  "diagram_nodes": [
    "站点 / 季节 / 设备",
    "叫声与观测过程",
    "分物种分类校准",
    "抽样核验和重复调查",
    "占据 / 活动 / 丰度分层",
    "生态指标与趋势区间"
  ]
}