{"id":"W3135289115","doi":"10.1002/wsb.1161","title":"Purple Martin Nest House Selection in Central Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nest (protein structural motif); Selection (genetic algorithm); Geography; Ecology; Zoology; Archaeology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000263643,0.0001900895,0.0001385604,0.0008556246,0.001392717,0.0004824085,0.0004678674,0.0001506569,0.002424764],"category_scores_gemma":[0.0004659251,0.0001421301,0.0001100881,0.001068995,0.0004633693,0.000142829,0.0003955115,0.0001702462,0.0003029509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005608127,"about_ca_system_score_gemma":0.004132382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731843,"about_ca_topic_score_gemma":0.9972466,"domain_scores_codex":[0.999806,0.00001880124,0.000003856846,0.00003346031,0.0000754685,0.00006250047],"domain_scores_gemma":[0.9994443,0.00002557714,0.00009628624,0.00001939959,0.0002247079,0.0001897384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008339634,0.0000332452,0.9779048,0.00002546474,0.00001872586,0.0003442548,0.002323337,0.0001560282,0.001212769,0.0002210726,0.004089409,0.01358746],"study_design_scores_gemma":[0.000001696582,0.00001460997,0.9959691,0.00001509038,0.000003454286,0.00007207646,0.002047973,0.00008898515,0.0000595592,0.00001548845,0.001707755,0.000004272346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937856,0.000304556,0.0001102264,0.00007508056,0.000008806998,0.0000161173,0.0008890319,0.0000127147,0.004797859],"genre_scores_gemma":[0.9941859,0.0002315986,0.0004359233,0.00006045738,0.000002374336,0.00001363774,0.0007236743,0.000006128176,0.00434028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02681571,"threshold_uncertainty_score":0.05394721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002896415009714546,"score_gpt":0.1710044335063562,"score_spread":0.1681080184966416,"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."}}