{"id":"W3200443738","doi":"10.1676/20-00101","title":"A global database of feeding innovations in birds","year":2020,"lang":"en","type":"article","venue":"The Wilson Journal of Ornithology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ornithology; Amateur; Opportunism; Publication; Database; Section (typography); Ecology; Geography; Computer science; Biology; Political science; Southern Hemisphere; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607116,0.00004498164,0.0001264624,0.0000104707,0.00003949416,0.000005394696,0.0001694937,0.00003359166,0.00007001995],"category_scores_gemma":[0.0001406022,0.00001353595,0.00003915494,0.000586695,0.00007749817,0.00008221326,0.00003916966,0.0001297415,0.00000297979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000103534,"about_ca_system_score_gemma":0.00001021683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002044062,"about_ca_topic_score_gemma":0.00002454002,"domain_scores_codex":[0.9994168,0.00007009365,0.0002636503,0.00007081459,0.00009466131,0.00008395036],"domain_scores_gemma":[0.9996125,0.00003446875,0.0001995147,0.00002255838,0.000101536,0.00002944798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001602541,0.0000648901,0.2538463,0.000004022065,0.000006662149,0.00002293665,0.0002400332,0.00001944575,0.7265896,0.0005089245,0.0004719072,0.01806505],"study_design_scores_gemma":[0.0001709358,0.0006251456,0.9936097,0.00001912103,0.0000187257,0.0003435189,0.001101472,0.000008112762,0.002492617,0.0002531968,0.001309103,0.00004834138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873941,0.0001408255,0.00002828874,0.01217412,0.0001036318,0.00003734073,0.00001182883,0.000004470113,0.0001053923],"genre_scores_gemma":[0.9994157,0.00003437085,0.0001099022,0.0001807491,0.0002515859,4.090231e-7,0.000001987497,2.873918e-7,0.000005031316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397634,"threshold_uncertainty_score":0.07666694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183111349144264,"score_gpt":0.2838599309793902,"score_spread":0.2220288174879475,"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."}}