{"id":"W4406515030","doi":"10.1016/s0967-0653(98)80473-0","title":"10.1016/s0967-0653(98)80473-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fauna; Fishery; Oceanography; Zoology; Biology; Ecology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001222294,0.00011773,0.0001611998,0.000006669454,0.0002561147,0.00001466909,0.0002089548,0.000122617,0.9986768],"category_scores_gemma":[0.00003327482,0.00004405126,0.00005890423,0.0001528137,0.0000848854,0.0000478243,0.00005654816,0.00009094115,0.9981601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001133065,"about_ca_system_score_gemma":0.000002424501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004025851,"about_ca_topic_score_gemma":0.00001973629,"domain_scores_codex":[0.999226,0.00004750557,0.0001234467,0.0002403728,0.00005788383,0.0003047797],"domain_scores_gemma":[0.9997174,0.0001099278,0.00002018108,0.00004733068,0.0000243121,0.0000808671],"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":[0.0000452334,0.0000345222,0.000003623332,5.213053e-7,0.00001551732,0.000002614314,0.00000592772,0.000001312389,0.0001401052,5.979904e-7,0.4530441,0.5467059],"study_design_scores_gemma":[0.00005952446,0.0003366076,0.005989987,0.00000300546,0.000007907167,0.000004482644,0.000003931473,0.000003725636,0.00005676507,0.00002292602,0.9933757,0.0001354731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.027098,0.00007123543,3.641409e-9,0.00318429,0.000002836382,0.0001094591,0.00002018923,0.000104637,0.9694093],"genre_scores_gemma":[0.001171977,0.000001370146,0.00001024431,0.0003210441,0.0001768171,0.00002162958,0.00003105483,6.554258e-7,0.9982652],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5465704,"threshold_uncertainty_score":0.1969853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008879618743023447,"score_gpt":0.1610335665018887,"score_spread":0.1521539477588652,"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."}}