{"id":"W4406454156","doi":"10.1016/s0967-0653(97)84048-3","title":"10.1016/s0967-0653(97)84048-3","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":"Reef; Coral reef; Astrolabe; Coral reef organizations; Oceanography; Fringing reef; Fishery; Hermatypic coral; Geography; Great barrier reef; Geology; Coral reef protection; 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":[0.001353161,0.003322804,0.00238128,0.003048171,0.002668256,0.004372056,0.004004872,0.006617101,0.9907329],"category_scores_gemma":[0.001971922,0.001218412,0.001851258,0.00281009,0.002278243,0.006239996,0.003668967,0.003254455,0.9940134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211219,"about_ca_system_score_gemma":0.001176147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004807779,"about_ca_topic_score_gemma":0.003932584,"domain_scores_codex":[0.9993075,0.00004475525,0.00006030903,0.0002520903,0.0001776877,0.0001576311],"domain_scores_gemma":[0.997146,0.000695874,0.0001916466,0.0003326245,0.0006687772,0.0009651193],"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":[0.0004100793,0.0002261914,0.0008224727,0.0006521904,0.00004220265,0.000248444,0.0001204392,0.0004259194,0.001821196,0.004950413,0.4039275,0.5863529],"study_design_scores_gemma":[0.00006859499,0.0001362577,0.0007022645,0.0004142962,0.00001713111,0.0003586647,0.0001238756,0.0001692743,0.0002817245,0.0005396154,0.9971608,0.00002757354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004130396,0.0004344501,0.0005871036,0.0004426939,0.0003763039,0.0001190477,0.0007284963,0.0008588402,0.99604],"genre_scores_gemma":[0.0004333255,0.000197223,0.0002647577,0.0002243522,0.0000772245,0.00006059276,0.0003130925,0.000147381,0.9982821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009267092,"threshold_uncertainty_score":0.01321828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005923888312292987,"score_gpt":0.1566116581363352,"score_spread":0.1506877698240422,"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."}}