{"id":"W7153689367","doi":"","title":"Dionne's Birds of the Province of Quebec","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","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":[0.000179624,0.000212562,0.0002030112,0.0008218125,0.004695525,0.0008892459,0.000354115,0.0003476285,0.03164922],"category_scores_gemma":[0.0005061332,0.0001335463,0.0001605362,0.001148381,0.0004167765,0.0003418434,0.0003231046,0.0004826392,0.001267898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352259,"about_ca_system_score_gemma":0.01034653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932207,"about_ca_topic_score_gemma":0.9986635,"domain_scores_codex":[0.9998453,0.0000196265,0.000003759242,0.0000254301,0.00003554079,0.00007029618],"domain_scores_gemma":[0.9996414,0.00005457663,0.00003609583,0.00001509892,0.000150747,0.0001020285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004575455,0.0001531937,0.3539506,0.0005603431,0.0001545824,0.002727786,0.01455735,0.001441523,0.005108671,0.01767076,0.2501736,0.353044],"study_design_scores_gemma":[0.00001761312,0.0000348826,0.6188207,0.0001953625,0.00001435018,0.0003868344,0.006768817,0.000703755,0.0003240635,0.0002800091,0.3724236,0.00002993597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6532304,0.01263697,0.0007994379,0.004699075,0.0003767241,0.0001611164,0.01823855,0.0001926643,0.3096651],"genre_scores_gemma":[0.7292368,0.002976425,0.0009367595,0.000538786,0.00003524395,0.00004122498,0.001770606,0.00004226209,0.2644219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03164922,"threshold_uncertainty_score":0.1058772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376595277514083,"score_gpt":0.1722481023333008,"score_spread":0.15848214955816,"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."}}