{"id":"W4406414692","doi":"10.1016/s0967-0653(98)85686-x","title":"10.1016/s0967-0653(98)85686-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pigment; Phytoplankton; Dimethylformamide; Chromatography; High-performance liquid chromatography; Chemistry; Environmental chemistry; Environmental science; Biochemistry; Organic chemistry; Nutrient","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":[0.00009201284,0.0001559087,0.0002261398,0.00003725912,0.00007782823,0.00005471811,0.0002663793,0.00009172518,0.9999272],"category_scores_gemma":[0.00002510794,0.0001476643,0.0001421529,0.0001725232,0.00002499189,0.00007144349,0.00004229178,0.0001319746,0.9994022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003624862,"about_ca_system_score_gemma":0.00001876875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000058038,"about_ca_topic_score_gemma":7.448326e-7,"domain_scores_codex":[0.9990103,0.00001283322,0.0002031591,0.0002794798,0.0002134023,0.0002808084],"domain_scores_gemma":[0.9992825,0.00002940166,0.00003426513,0.000446637,0.00003470397,0.0001724699],"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":[0.00004242617,0.0001014812,1.861335e-7,0.00001202303,0.0000747685,0.00001131043,0.00001371803,0.00007209925,0.0005502883,0.000001050528,0.4532761,0.5458446],"study_design_scores_gemma":[0.0001743742,0.00001744386,0.000003418427,0.0000133143,0.00004877612,0.000003312244,0.000001261338,0.00030887,0.004324462,0.00001003999,0.9948985,0.0001962166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00214397,0.00004857988,4.093758e-7,0.0001399336,4.20568e-7,0.00002846439,0.00002268597,0.0001252088,0.9974903],"genre_scores_gemma":[0.0009413243,4.027666e-7,0.00004309618,0.00004200742,0.0002265246,0.00000901102,0.00003541321,0.0000236941,0.9986785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5456483,"threshold_uncertainty_score":0.6021577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005926538590260141,"score_gpt":0.1771944175245651,"score_spread":0.171267878934305,"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."}}