{"id":"W7153676864","doi":"","title":"Nelson on New Birds from Mexico","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":true,"ca_institutions":"","funders":"","keywords":"Old World; Certainty; Parus; Scope (computer science); Genus","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":[0.0002049797,0.000455604,0.0001762097,0.00148017,0.00179902,0.00133849,0.0004132064,0.0006463065,0.2171136],"category_scores_gemma":[0.0003180472,0.000290601,0.000174242,0.0009897711,0.0004744812,0.001127413,0.001380409,0.001337702,0.05301633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259282,"about_ca_system_score_gemma":0.001053797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04305996,"about_ca_topic_score_gemma":0.2189821,"domain_scores_codex":[0.9998394,0.00001214334,0.00001004421,0.00006165031,0.0000510892,0.00002556674],"domain_scores_gemma":[0.9997758,0.00001871449,0.00003515381,0.0000256343,0.00007550057,0.00006922048],"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":[0.0001124239,0.00004050645,0.005858438,0.000397413,0.00001120791,0.0006073828,0.0007813865,0.00006938915,0.001339787,0.008547368,0.5062415,0.4759932],"study_design_scores_gemma":[0.00000140936,0.000004022419,0.006144515,0.0001267729,0.000001426581,0.0001005195,0.0001139738,0.000004542572,0.00003682332,0.000111018,0.9933532,0.000001757034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005685539,0.03594479,0.000411321,0.00732881,0.004297929,0.00008059554,0.00499654,0.0002262873,0.9410281],"genre_scores_gemma":[0.01283456,0.01620931,0.001342471,0.001530011,0.001100682,0.00008958598,0.003366139,0.00008779862,0.9634393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2171136,"threshold_uncertainty_score":0.7263172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474413520998751,"score_gpt":0.1880307825887541,"score_spread":0.1632866473787666,"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."}}