{"id":"W4403185432","doi":"10.69737/yizh1161","title":"Esocidae 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":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.002672711,0.001345229,0.001770011,0.005740013,0.001053935,0.00565774,0.002902229,0.001940149,0.675558],"category_scores_gemma":[0.01034245,0.001162593,0.001194293,0.005915349,0.0004786275,0.004332243,0.002771031,0.002143194,0.5261358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225076,"about_ca_system_score_gemma":0.002241433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100038,"about_ca_topic_score_gemma":0.008001726,"domain_scores_codex":[0.9987068,0.000219086,0.0002333103,0.0002243839,0.0004466978,0.0001696775],"domain_scores_gemma":[0.9966494,0.0008885042,0.0002157146,0.0004432043,0.001493853,0.0003092746],"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":[0.0001241316,0.00003343343,0.0004105945,0.0009580282,0.0000159119,0.00005009646,0.0001208256,0.00006750113,0.0001875459,0.002391557,0.9503377,0.04530256],"study_design_scores_gemma":[0.00004105686,0.00001059529,0.0006828163,0.0003032424,0.000008418045,0.00006680789,0.00004120156,0.00003760607,0.00006997147,0.001127256,0.9975997,0.00001140888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0008773691,0.004695802,0.00551594,0.002115842,0.004439162,0.0008144235,0.7212309,0.01312855,0.247182],"genre_scores_gemma":[0.007864174,0.00721568,0.0169556,0.002290605,0.001247307,0.002812288,0.6500811,0.01555075,0.2959825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.324442,"threshold_uncertainty_score":0.4627771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004162611691335291,"score_gpt":0.2107368441181806,"score_spread":0.2065742324268453,"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."}}