{"id":"W4406585273","doi":"10.1016/s0967-0653(98)84436-0","title":"10.1016/s0967-0653(98)84436-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dinoflagellate; Biology; Hemolysin; Bacteria; Microbiology; Zoology; Botany; Biochemistry; Genetics; Virulence","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":[0.001473546,0.003131104,0.002179018,0.003177996,0.002723428,0.004298553,0.003729085,0.005994539,0.990919],"category_scores_gemma":[0.002041906,0.001218913,0.001907934,0.002700948,0.002433732,0.00644036,0.003805537,0.003106013,0.9931598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184131,"about_ca_system_score_gemma":0.001078406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285039,"about_ca_topic_score_gemma":0.00330003,"domain_scores_codex":[0.9992765,0.00005096153,0.00006160837,0.0002649346,0.0001873749,0.0001587358],"domain_scores_gemma":[0.9969837,0.0007213902,0.0001921815,0.0003496547,0.0006180893,0.001134975],"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":[0.0003960052,0.000267454,0.0007521777,0.0006562501,0.00004760211,0.0002353285,0.0001226079,0.0004393699,0.002152528,0.004832138,0.3786822,0.6114163],"study_design_scores_gemma":[0.00006853609,0.0001438111,0.0007420125,0.0004043429,0.00001706184,0.0003500139,0.0001288328,0.0001949039,0.0003103197,0.0005895109,0.9970223,0.00002834105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004402208,0.0003962725,0.0007866561,0.0004507845,0.0003842157,0.0001409646,0.0006276404,0.0009347779,0.9958384],"genre_scores_gemma":[0.0004439056,0.0001888708,0.0003565064,0.0002231901,0.00008292903,0.00006710766,0.0002747653,0.0001591975,0.9982035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009081006,"threshold_uncertainty_score":0.01295286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005505840307646607,"score_gpt":0.16914986021228,"score_spread":0.1636440199046334,"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."}}