{"id":"W4406445131","doi":"10.1016/s0967-0653(97)87260-2","title":"10.1016/s0967-0653(97)87260-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dinoflagellate; Geology; Oceanography; Distribution (mathematics); Indian ocean; Surface (topology); Paleontology; Geometry; Mathematics","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":[0.001501166,0.003419136,0.00238031,0.003164193,0.002753136,0.004471387,0.004046371,0.00618181,0.9907197],"category_scores_gemma":[0.001908638,0.001280226,0.001952296,0.002887153,0.002467913,0.006617687,0.003693781,0.003286213,0.9933873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327728,"about_ca_system_score_gemma":0.001114528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935916,"about_ca_topic_score_gemma":0.003156655,"domain_scores_codex":[0.9992458,0.00005092367,0.00006812171,0.0002759324,0.0001919176,0.0001673772],"domain_scores_gemma":[0.9971669,0.0006984611,0.0001995838,0.0003216295,0.0005967728,0.001016706],"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":[0.0004429345,0.0002673951,0.0007565401,0.0007287432,0.00005082181,0.0002626298,0.0001184802,0.0004724312,0.002294057,0.005078143,0.352761,0.6367667],"study_design_scores_gemma":[0.00007895053,0.000161962,0.000730991,0.0004450006,0.00001937282,0.0004031748,0.0001299158,0.000217428,0.0003971864,0.0006388851,0.9967452,0.00003201461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004930441,0.0004862964,0.0008582067,0.0004847525,0.000414495,0.0001475203,0.0008114245,0.001001939,0.9953024],"genre_scores_gemma":[0.0004894097,0.0002090802,0.0003694061,0.0002353457,0.00008802223,0.00007058251,0.0003335858,0.0001622327,0.9980422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009280324,"threshold_uncertainty_score":0.01323718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006390796261017322,"score_gpt":0.1696632662381934,"score_spread":0.1632724699771761,"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."}}