{"id":"W4406529030","doi":"10.1016/0967-0653(96)82628-7","title":"10.1016/0967-0653(96)82628-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Great barrier reef; Diel vertical migration; Fish <Actinopterygii>; Selection (genetic algorithm); Fishery; Reef; Coral reef fish; Biology; Environmental science; Oceanography; Geology; Computer science","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":[0.001403323,0.003322906,0.002259365,0.002761526,0.003135717,0.004126356,0.003714991,0.006235592,0.9908124],"category_scores_gemma":[0.001829132,0.001397951,0.001679553,0.002544805,0.002672639,0.006220387,0.003956786,0.003216316,0.9941683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170466,"about_ca_system_score_gemma":0.0009529982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522662,"about_ca_topic_score_gemma":0.004878975,"domain_scores_codex":[0.9993326,0.00004480839,0.00006484059,0.0002425766,0.000151958,0.0001631996],"domain_scores_gemma":[0.9974877,0.0006175013,0.0001474073,0.0002644456,0.0005752161,0.00090772],"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":[0.0004840368,0.000281399,0.001162198,0.0007043883,0.00004949706,0.0003260687,0.0001497248,0.000499558,0.002434702,0.004545579,0.4044025,0.5849604],"study_design_scores_gemma":[0.00007410226,0.0001866,0.001036239,0.0005337281,0.00002009641,0.0004290958,0.0002108703,0.0002034198,0.0003568008,0.0006935391,0.9962227,0.00003260989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004895037,0.0003982271,0.0005320048,0.000426844,0.0003198427,0.0001142463,0.0006800419,0.0008015906,0.9962376],"genre_scores_gemma":[0.0005379475,0.0002191476,0.00026443,0.0002537022,0.00007355668,0.00005812407,0.0003348531,0.0001418758,0.9981164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009187639,"threshold_uncertainty_score":0.01310503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007098304356193668,"score_gpt":0.1803545972194651,"score_spread":0.1732562928632714,"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."}}