{"id":"W4406531055","doi":"10.1016/0967-0653(94)92413-9","title":"10.1016/0967-0653(94)92413-9","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":"Biogeochemical cycle; Eutrophication; Environmental science; Chemistry; Environmental chemistry","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":[0.001204633,0.00294324,0.002252215,0.002509138,0.003161818,0.004315417,0.003472657,0.00550049,0.990079],"category_scores_gemma":[0.001517463,0.001265541,0.001684443,0.002523107,0.002738101,0.005146086,0.003540409,0.00298198,0.9930355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126851,"about_ca_system_score_gemma":0.0009140244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00464929,"about_ca_topic_score_gemma":0.003803842,"domain_scores_codex":[0.9994171,0.00003478286,0.00005106742,0.0002232295,0.0001406037,0.0001332752],"domain_scores_gemma":[0.9978241,0.0005557218,0.0001151169,0.0002524698,0.0004998902,0.0007526344],"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":[0.0005232675,0.0002850834,0.0009506776,0.0007446044,0.0000600425,0.0003155899,0.0001423871,0.0004763015,0.003180403,0.005316096,0.418424,0.5695814],"study_design_scores_gemma":[0.00008163038,0.000163857,0.0009944602,0.0003825479,0.00002040798,0.0004337013,0.0001706359,0.0001933414,0.0004697338,0.0007259743,0.9963323,0.00003131623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005363779,0.0003944758,0.000592461,0.000438261,0.000345325,0.0001276214,0.0007227771,0.0008669376,0.9959758],"genre_scores_gemma":[0.0006332029,0.0002685962,0.0003240952,0.0002451168,0.00008079117,0.00006376923,0.0003902691,0.0001619813,0.9978321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009920955,"threshold_uncertainty_score":0.01415098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051875296292089,"score_gpt":0.2167323785673528,"score_spread":0.2062136256044319,"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."}}