{"id":"W4403184987","doi":"10.69737/xigz7230","title":"Percidae Version 1","year":2024,"lang":"en","type":"article","venue":"","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percidae; Biology; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001135486,0.001844297,0.001548948,0.004526298,0.0008390721,0.002865663,0.002015972,0.001066858,0.4223311],"category_scores_gemma":[0.003219422,0.001043261,0.001038417,0.004167831,0.0003581255,0.002926873,0.002362106,0.001540813,0.3862741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005913799,"about_ca_system_score_gemma":0.001105093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007930323,"about_ca_topic_score_gemma":0.007956735,"domain_scores_codex":[0.9992841,0.00008312718,0.0001409287,0.0001629432,0.0002529849,0.00007596758],"domain_scores_gemma":[0.9990407,0.0001880349,0.00009444069,0.0001626596,0.0004334179,0.00008082471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001767754,0.00002944916,0.001359397,0.001288582,0.00003291695,0.00008878724,0.000162314,0.00009361404,0.0005589532,0.001844101,0.8913739,0.1029911],"study_design_scores_gemma":[0.00002623544,0.00001228377,0.00153294,0.0002863807,0.00001246157,0.0001843409,0.00004221566,0.00003643468,0.00008023773,0.000824039,0.9969515,0.00001088689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001813936,0.005799699,0.004763177,0.0008150936,0.001833786,0.0005919336,0.8061791,0.005417338,0.172786],"genre_scores_gemma":[0.007277745,0.006523784,0.02147374,0.001255821,0.0005656487,0.001523876,0.8165109,0.004815911,0.1400526],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4223311,"threshold_uncertainty_score":0.8239746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004397979387961346,"score_gpt":0.2100419087070603,"score_spread":0.205643929319099,"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."}}