{"id":"W4406466776","doi":"10.1016/s0967-0653(97)80429-2","title":"10.1016/s0967-0653(97)80429-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Reef; Geography; Fishery; Oceanography; Geology; Biology","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":[0.001349974,0.0032879,0.002293485,0.003103104,0.002794148,0.004227651,0.003932584,0.006492238,0.9907647],"category_scores_gemma":[0.001943033,0.001211275,0.001731244,0.002757295,0.00230281,0.006212855,0.003755394,0.003196189,0.9939007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219767,"about_ca_system_score_gemma":0.00117884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871368,"about_ca_topic_score_gemma":0.004086608,"domain_scores_codex":[0.9993292,0.00004405469,0.00005752461,0.0002464881,0.0001725074,0.0001502715],"domain_scores_gemma":[0.9974381,0.0006193797,0.0001740706,0.0002976516,0.0005793141,0.000891445],"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":[0.0004088046,0.0002336677,0.0008086137,0.0006356004,0.00003981917,0.0002636789,0.0001227377,0.0004194933,0.001868591,0.005318369,0.4076315,0.5822492],"study_design_scores_gemma":[0.00006808069,0.0001345768,0.0006870934,0.0004007897,0.00001608617,0.0003574761,0.0001290776,0.0001739551,0.0002793683,0.0005506335,0.9971766,0.00002627991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004081766,0.0003915279,0.0005871796,0.000422729,0.0003307713,0.0001216157,0.0007037123,0.000839233,0.9961951],"genre_scores_gemma":[0.000434762,0.0001809228,0.0002764521,0.0002189909,0.000069157,0.00006434619,0.00030368,0.0001468631,0.9983048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009235263,"threshold_uncertainty_score":0.01317292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006019084931428981,"score_gpt":0.1572277378148524,"score_spread":0.1512086528834234,"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."}}