{"id":"W4406529065","doi":"10.1016/0967-0653(95)99998-7","title":"10.1016/0967-0653(95)99998-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Attenuation; Phytoplankton; Oceanography; Environmental science; Geology; Optics; Biology; Physics; Ecology; Nutrient","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":[0.001248749,0.00320256,0.00219728,0.003025795,0.003279914,0.004205807,0.004029086,0.006501225,0.9911036],"category_scores_gemma":[0.001946354,0.001323382,0.001646612,0.002713095,0.002656502,0.006331975,0.0041223,0.003068083,0.9945472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118713,"about_ca_system_score_gemma":0.0009272935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005129637,"about_ca_topic_score_gemma":0.00502651,"domain_scores_codex":[0.9993062,0.00004766652,0.00006659696,0.000251641,0.000153886,0.0001740145],"domain_scores_gemma":[0.997666,0.0005963278,0.0001306363,0.0002799718,0.000539625,0.0007875123],"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":[0.0004394173,0.0003052832,0.001213083,0.0006794982,0.00004770094,0.0003472199,0.0001550329,0.0005071128,0.002316084,0.004787572,0.4490648,0.5401371],"study_design_scores_gemma":[0.00007334905,0.0001665707,0.001035077,0.0005218898,0.00001987265,0.0004235346,0.00021198,0.0002037546,0.0003569016,0.0007221926,0.9962305,0.00003431437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004851739,0.0003517357,0.0004799979,0.0003670027,0.0003080562,0.0001128039,0.0007027935,0.0007872839,0.9964051],"genre_scores_gemma":[0.0005943963,0.0001979296,0.0002645867,0.0002545741,0.00006786834,0.00006150403,0.0003572015,0.0001631593,0.9980388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008896351,"threshold_uncertainty_score":0.01268947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005417562143976592,"score_gpt":0.1457562960556932,"score_spread":0.1403387339117166,"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."}}