{"id":"W4406488789","doi":"10.1016/s0967-0653(97)82017-0","title":"10.1016/s0967-0653(97)82017-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychrophile; Diatom; Geology; Oceanography; Paleontology","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":[0.001034066,0.002476068,0.001842605,0.002526315,0.002407,0.004080211,0.003286571,0.004942303,0.9892285],"category_scores_gemma":[0.00139366,0.0009885182,0.001645048,0.002406051,0.001928291,0.004933987,0.003072177,0.002384277,0.9921049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057286,"about_ca_system_score_gemma":0.001001692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883768,"about_ca_topic_score_gemma":0.003178701,"domain_scores_codex":[0.9994634,0.00003190159,0.0000415803,0.000202588,0.0001460715,0.0001145041],"domain_scores_gemma":[0.9980896,0.0004370307,0.0001096967,0.0002370004,0.0004654499,0.000661171],"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":[0.0003520384,0.0001890445,0.0006281309,0.0006035551,0.00003827317,0.0002090903,0.0001113926,0.0003512953,0.002261109,0.005700675,0.3794419,0.6101136],"study_design_scores_gemma":[0.0000427581,0.00009038717,0.000498024,0.0002453492,0.00001188179,0.0002770044,0.00009992295,0.0001398243,0.000288094,0.0004996081,0.997788,0.00001918403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004019085,0.0003519514,0.0006776776,0.0003429506,0.0003531904,0.0001044524,0.0005897923,0.0008434674,0.9963346],"genre_scores_gemma":[0.0004060807,0.0001793345,0.0002738998,0.0001503396,0.00005688279,0.00004501584,0.0002965119,0.0001400679,0.9984518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01077151,"threshold_uncertainty_score":0.01536417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327445690165521,"score_gpt":0.2231772684595813,"score_spread":0.2099028115579261,"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."}}