{"id":"W7153690839","doi":"","title":"Evening and Pine Grosbeaks in Ontario","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.00009999828,0.0001682504,0.0002061607,0.0006373871,0.003891376,0.0007402883,0.0004089655,0.000313056,0.006918304],"category_scores_gemma":[0.0003298039,0.0002044414,0.000183653,0.00113378,0.0005492744,0.0002851151,0.0006312143,0.0003409864,0.0007753818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009266639,"about_ca_system_score_gemma":0.007207399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785688,"about_ca_topic_score_gemma":0.9988153,"domain_scores_codex":[0.9998451,0.000009306244,0.000003455587,0.00002419045,0.00004097631,0.00007693315],"domain_scores_gemma":[0.9996768,0.00001853218,0.00005119066,0.000006999112,0.0001171316,0.0001292909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006277796,0.00009141838,0.8873886,0.0001693246,0.00007553769,0.003062847,0.0505981,0.0002932841,0.00676066,0.001730564,0.01778587,0.03141606],"study_design_scores_gemma":[0.000005351519,0.00001607839,0.9675396,0.0000244742,0.000008529891,0.0000875241,0.01810152,0.00008298802,0.00009262346,0.00004263453,0.01399118,0.000007534467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974955,0.000240175,0.00008341927,0.0003294083,0.00002021438,0.00002325487,0.001741471,0.00001543274,0.02259152],"genre_scores_gemma":[0.9638042,0.0002161729,0.0001875543,0.00008116964,0.000007354943,0.0000131471,0.0009100728,0.00001283249,0.03476753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02143121,"threshold_uncertainty_score":0.06723452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257107891530694,"score_gpt":0.1676408863739253,"score_spread":0.1550698074586184,"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."}}