{"id":"W4401074664","doi":"10.5325/ecumenica.17.1.0107","title":"The Birds","year":2024,"lang":"en","type":"article","venue":"Ecumenica","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007450937,0.0006608914,0.0003183985,0.0007026882,0.005656287,0.006015282,0.0006746314,0.001736788,0.1175244],"category_scores_gemma":[0.001679059,0.0002377051,0.0002888046,0.000538406,0.00398451,0.002315254,0.003352183,0.00250307,0.03533469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003412703,"about_ca_system_score_gemma":0.002256995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0240006,"about_ca_topic_score_gemma":0.06417316,"domain_scores_codex":[0.9989963,0.000222885,0.00002661271,0.0002411792,0.0002987755,0.0002142963],"domain_scores_gemma":[0.9993966,0.00005619991,0.00003497978,0.00008090874,0.0002103715,0.0002209397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007007417,0.00002310128,0.001178304,0.0001317244,0.000008026855,0.0002263815,0.005077405,0.00006338357,0.0007267067,0.1416387,0.72686,0.1239963],"study_design_scores_gemma":[0.000001082634,0.000004076144,0.0002176526,0.00002844198,4.973547e-7,0.00004303589,0.0004340554,0.000004790109,0.00001834414,0.0008916454,0.9983547,0.000001666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003839648,0.0112114,0.001492046,0.0232385,0.01385015,0.00006401803,0.000372966,0.000242611,0.9456887],"genre_scores_gemma":[0.04162845,0.003643254,0.001335616,0.009960365,0.001702823,0.00003816797,0.0003267264,0.0002425844,0.941122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1175244,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006795986873423166,"score_gpt":0.2438760846674972,"score_spread":0.237080097794074,"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."}}