{"id":"W4406531523","doi":"10.1016/0967-0653(95)94933-x","title":"10.1016/0967-0653(95)94933-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Oceanography; Environmental science; Ecology; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000678517,0.0001033184,0.0001101822,0.00001710529,0.0001227708,0.0000251189,0.0001340814,0.00002730648,0.9997441],"category_scores_gemma":[0.000005740448,0.00008487109,0.00003561483,0.00009319875,0.00003672963,0.00008025458,0.00001618048,0.00005562187,0.9987684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003180981,"about_ca_system_score_gemma":0.000003562105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009565268,"about_ca_topic_score_gemma":0.00002471076,"domain_scores_codex":[0.9993374,0.00001778786,0.0001009113,0.0001717592,0.0001431386,0.0002289919],"domain_scores_gemma":[0.9997156,0.00002700413,0.00001197263,0.0001272604,0.000002899359,0.0001153116],"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":[0.00002460066,0.000008435276,0.000103462,0.000001745726,0.000008344234,0.000004369178,0.000009169667,0.000366735,4.10012e-7,4.536004e-8,0.1767747,0.822698],"study_design_scores_gemma":[0.00008126957,0.0001215397,0.01250818,0.000002773306,0.000007105843,0.000004301854,0.000002043832,0.0003780072,0.000005181497,0.000008014372,0.9867555,0.0001261005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003342358,0.0002079548,8.198544e-8,0.00018519,0.000001772846,0.00008041327,0.00002879259,0.0000438676,0.9961095],"genre_scores_gemma":[0.001227268,0.000004340373,0.00005966557,0.00008802009,0.00009681277,0.000001298338,0.00005809434,0.000003012681,0.9984615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8225719,"threshold_uncertainty_score":0.3460943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00547112085584412,"score_gpt":0.1371533346942392,"score_spread":0.1316822138383951,"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."}}