{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692128,0.001277999,0.001355502,0.05887391,0.0007888043,0.002536202,0.001072632,0.0009674555,0.02653878],"category_scores_gemma":[0.0142655,0.0006219833,0.0008576555,0.05375231,0.0004563448,0.002840249,0.001751529,0.0008300787,0.01500335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009000332,"about_ca_system_score_gemma":0.002876994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583128,"about_ca_topic_score_gemma":0.008327111,"domain_scores_codex":[0.9973372,0.0002064803,0.001182601,0.0004792238,0.0006097299,0.000184839],"domain_scores_gemma":[0.9769409,0.01038573,0.005064644,0.001665073,0.004502804,0.001440763],"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":[0.000786008,0.0001129031,0.0386125,0.03560285,0.0005212437,0.001044244,0.002425861,0.0008654396,0.008282825,0.004995402,0.548736,0.3580147],"study_design_scores_gemma":[0.00003463093,0.0000600342,0.0643923,0.002899412,0.0002074803,0.0006575913,0.000559064,0.0001542474,0.0009454389,0.0005908805,0.9294345,0.00006454602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01187447,0.01137314,0.001258546,0.0002163846,0.0002071935,0.0001342539,0.9638794,0.0007419767,0.01031457],"genre_scores_gemma":[0.01380116,0.0121094,0.007679758,0.000208255,0.0002224949,0.0004001626,0.9598675,0.0003206507,0.005390636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05887391,"threshold_uncertainty_score":0.08878112,"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."}}