{"id":"W4406504640","doi":"10.1016/s0967-0653(97)89469-0","title":"10.1016/s0967-0653(97)89469-0","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":"Coral; Coral reef; Fish <Actinopterygii>; Fishery; Reef; Great barrier reef; Coral reef organizations; Coral reef fish; Biology; Coral reef protection; Ecology","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":[0.001274298,0.002968399,0.002077071,0.00305651,0.002636133,0.004030303,0.003746354,0.00619846,0.9906757],"category_scores_gemma":[0.001933584,0.001143776,0.001706385,0.002619974,0.002138587,0.005786896,0.003767309,0.002827591,0.9934876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161,"about_ca_system_score_gemma":0.001166076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005329068,"about_ca_topic_score_gemma":0.004532062,"domain_scores_codex":[0.9993419,0.00004434522,0.00005492394,0.0002343027,0.0001746022,0.0001498529],"domain_scores_gemma":[0.997395,0.0005949588,0.0001595152,0.0003173843,0.0005797733,0.0009532837],"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":[0.0003573434,0.0002317821,0.0007807513,0.0005536462,0.00003705304,0.0002274602,0.000112269,0.0003837203,0.001695902,0.004832399,0.4149944,0.5757933],"study_design_scores_gemma":[0.00006042714,0.0001193468,0.0007152343,0.0003646538,0.00001452154,0.000318128,0.0001186733,0.0001548232,0.0002392717,0.0004908049,0.99738,0.00002412564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003795119,0.0003373054,0.0005728704,0.0003956216,0.0003257753,0.0001202262,0.000616666,0.0008104639,0.9964415],"genre_scores_gemma":[0.0004142023,0.0001651451,0.0002735961,0.000208677,0.00006559772,0.00005983978,0.0002936179,0.0001460445,0.9983733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009324312,"threshold_uncertainty_score":0.01329994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005925805516802358,"score_gpt":0.156607515976636,"score_spread":0.1506817104598336,"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."}}