{"id":"W4411659631","doi":"10.51847/wgaguky","title":"10.51847/wGaGuKY","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Environmental science; Biology; Animal science; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004179283,0.001495583,0.0006666432,0.001812399,0.0008990064,0.002161617,0.001012881,0.00246437,0.9425445],"category_scores_gemma":[0.0005994824,0.0005545531,0.0005882504,0.001506819,0.0006996005,0.00227673,0.002000453,0.001118779,0.9705244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003645,"about_ca_system_score_gemma":0.000431994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260461,"about_ca_topic_score_gemma":0.001851214,"domain_scores_codex":[0.999675,0.00002944765,0.00002561581,0.0001272424,0.00007210654,0.00007058022],"domain_scores_gemma":[0.9994443,0.00007473806,0.00003688824,0.0001402089,0.0001304692,0.0001733212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002014961,0.0002493583,0.001507267,0.0002855549,0.00002689045,0.0002636511,0.0001119249,0.0003142195,0.006231627,0.004178453,0.2187712,0.7678583],"study_design_scores_gemma":[0.00006088283,0.00006806729,0.003120011,0.0002292786,0.00002286228,0.000602262,0.0001341876,0.0006201248,0.001282722,0.002206645,0.9916285,0.00002437726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003858535,0.0009005041,0.006290867,0.001130743,0.0008481183,0.000167067,0.002429662,0.004606847,0.9797677],"genre_scores_gemma":[0.005799792,0.0003321828,0.002170138,0.0005654912,0.0001071109,0.00007693367,0.001708036,0.0005156644,0.9887246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05745554,"threshold_uncertainty_score":0.08195329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857000612539274,"score_gpt":0.1602500618309887,"score_spread":0.151680055705596,"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."}}