{"id":"W4406383777","doi":"10.1016/s0967-0653(97)81085-x","title":"10.1016/s0967-0653(97)81085-x","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 reef; Habitat; Coral; Reef; Fishery; Coral reef organizations; Ecology; Geography; Environmental science; Oceanography; Coral reef protection; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001265986,0.003030658,0.00210761,0.00287652,0.00249354,0.003925623,0.003651742,0.006141895,0.9901441],"category_scores_gemma":[0.00189496,0.001143868,0.001625871,0.002493847,0.002146187,0.005780309,0.003436954,0.002902817,0.9930404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133147,"about_ca_system_score_gemma":0.001178293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040234,"about_ca_topic_score_gemma":0.004155535,"domain_scores_codex":[0.9993774,0.00004078081,0.00005404481,0.0002174828,0.0001673249,0.0001429381],"domain_scores_gemma":[0.9975054,0.000581007,0.000172585,0.0002995241,0.000526258,0.0009152405],"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":[0.0003705043,0.000216041,0.0008085261,0.0006156559,0.00003703282,0.0002336688,0.000121681,0.0003814387,0.001714556,0.005471773,0.4046654,0.5853639],"study_design_scores_gemma":[0.00005849286,0.0001172429,0.0007008956,0.0003488296,0.00001485449,0.0003289397,0.0001195766,0.0001475553,0.0002571733,0.0005291447,0.9973543,0.00002303031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003942333,0.0003958839,0.0005565496,0.0004486749,0.000345673,0.0001148391,0.0006549613,0.0007974954,0.9962916],"genre_scores_gemma":[0.0004389132,0.0001840243,0.0002669524,0.0002170374,0.00006924058,0.00006007046,0.0003085377,0.000138543,0.9983166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009855866,"threshold_uncertainty_score":0.01405811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005928265111510724,"score_gpt":0.1566579730498486,"score_spread":0.1507297079383379,"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."}}