{"id":"W3159127405","doi":"10.1002/ece3.7372","title":"Integrating high‐speed videos in capture‐mark‐recapture studies of insects","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Mark and recapture; Biology; Range (aeronautics); Statistics; Covariate; Ecology; Demography; Mathematics; Engineering; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290391,0.0004396185,0.000279506,0.001035926,0.0002761358,0.0005135841,0.0006390053,0.0004761994,0.00080001],"category_scores_gemma":[0.003745123,0.000281027,0.0003121036,0.000526164,0.0002663968,0.000659158,0.0004680746,0.0003909373,0.0001322798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417758,"about_ca_system_score_gemma":0.0002040406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547007,"about_ca_topic_score_gemma":0.0114453,"domain_scores_codex":[0.9989899,0.0005357098,0.00005059708,0.0002008239,0.0001499103,0.00007308486],"domain_scores_gemma":[0.9960458,0.001811398,0.00134514,0.0002570991,0.0003931203,0.0001473421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008365451,0.0004320413,0.6806487,0.000884723,0.001015434,0.0002351272,0.0005286246,0.01800217,0.1316894,0.0006817484,0.001467602,0.163578],"study_design_scores_gemma":[0.00003295603,0.001192704,0.9267879,0.0001133652,0.0004460612,0.0004526714,0.0003340486,0.04291999,0.02460182,0.0005642152,0.002468307,0.00008609134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9612364,0.001027137,0.03433466,0.00008767066,0.00006362053,0.000120735,0.001357227,0.0001140906,0.001658608],"genre_scores_gemma":[0.9675002,0.0002245062,0.0310439,0.00008884615,0.00003552963,0.0001111288,0.0006822431,0.00001225054,0.0003014132],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004547007,"threshold_uncertainty_score":0.01211292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114469104358344,"score_gpt":0.228019378103918,"score_spread":0.2165724676680836,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}