{"id":"W4406414538","doi":"10.1016/s0967-0653(97)89626-3","title":"10.1016/s0967-0653(97)89626-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Multivariate statistics; Multivariate analysis; Zoology; Statistics; 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":[0.001418442,0.002901883,0.00201226,0.003020339,0.002231715,0.004386656,0.003875542,0.004670016,0.9882981],"category_scores_gemma":[0.002138974,0.001033924,0.001763691,0.002953422,0.002119933,0.005491535,0.00329587,0.002996467,0.9935331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086246,"about_ca_system_score_gemma":0.001040933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211477,"about_ca_topic_score_gemma":0.0024524,"domain_scores_codex":[0.9992361,0.00005135362,0.00006636709,0.0002805052,0.000223842,0.0001418338],"domain_scores_gemma":[0.9969949,0.0007652185,0.0002113556,0.0003826962,0.0007457634,0.0009000772],"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":[0.0003391806,0.0001819833,0.0005929304,0.0005724099,0.00004366567,0.0002017729,0.0001007682,0.0003831439,0.002451648,0.004619359,0.3136394,0.6768738],"study_design_scores_gemma":[0.00004954448,0.0001019056,0.0005479978,0.000291966,0.00001486877,0.0003567718,0.00009469976,0.0002000125,0.0004463505,0.0006548438,0.9972154,0.0000255512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004382966,0.000556007,0.001554196,0.0004911518,0.0004554531,0.0001354016,0.0009239345,0.001534429,0.9939113],"genre_scores_gemma":[0.0005118381,0.0002536668,0.0006016567,0.0001899313,0.00008321685,0.00006490411,0.0004752176,0.0002193712,0.9976001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01170188,"threshold_uncertainty_score":0.01669133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007151043966934,"score_gpt":0.2042250587088372,"score_spread":0.1941535482691679,"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."}}