{"id":"W4406437833","doi":"10.1016/0967-0653(96)80380-j","title":"10.1016/0967-0653(96)80380-j","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Benthos; Plankton; Classification of discontinuities; Environmental science; Oceanography; Ecology; Geology; Biology; Mathematics; Benthic zone","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":[0.001306606,0.003474299,0.002209853,0.003134177,0.003742321,0.004203797,0.004228065,0.006607545,0.9913906],"category_scores_gemma":[0.002076663,0.001537055,0.001777763,0.002783756,0.002882528,0.007204653,0.00393893,0.003122951,0.9946154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326013,"about_ca_system_score_gemma":0.001065509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007940263,"about_ca_topic_score_gemma":0.007164848,"domain_scores_codex":[0.999365,0.00003872344,0.00006105709,0.0002273662,0.0001489053,0.0001588744],"domain_scores_gemma":[0.9976274,0.0005701747,0.0001407829,0.0002778276,0.0004812463,0.0009024754],"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":[0.0004492129,0.0003405865,0.001303218,0.0007762398,0.00004624633,0.0003521413,0.0001835074,0.0005078452,0.002307612,0.005751641,0.4461964,0.5417853],"study_design_scores_gemma":[0.0000839705,0.0001747097,0.001311565,0.000503409,0.00002081044,0.0004474416,0.0002502807,0.000185796,0.0003398824,0.0008082934,0.9958355,0.00003833083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004501686,0.0002815254,0.0004252626,0.0003759603,0.0002681151,0.0001110107,0.0007556991,0.0007895354,0.9965428],"genre_scores_gemma":[0.0006325344,0.000202616,0.000317244,0.0002760044,0.0000783409,0.00007163164,0.0004159106,0.0001734495,0.9978321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008609414,"threshold_uncertainty_score":0.01578808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00543222003832822,"score_gpt":0.1367596473796704,"score_spread":0.1313274273413422,"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."}}