{"id":"W4406446457","doi":"10.1016/s0967-0653(97)88997-1","title":"10.1016/s0967-0653(97)88997-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Digestion (alchemy); Oyster; Fishery; Environmental science; Environmental chemistry; Chemistry; Biology; Chromatography","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":[0.001017959,0.002189643,0.001634148,0.002700225,0.001967117,0.003792996,0.0029215,0.003870367,0.9849392],"category_scores_gemma":[0.001554924,0.0008579449,0.001288503,0.002364449,0.00165715,0.004358182,0.002533247,0.002219705,0.9911311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059818,"about_ca_system_score_gemma":0.001000535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138794,"about_ca_topic_score_gemma":0.002608077,"domain_scores_codex":[0.999418,0.00003684121,0.00004251558,0.0001982306,0.0001923856,0.0001120366],"domain_scores_gemma":[0.9981806,0.0004151421,0.0001306797,0.000213643,0.0004739368,0.0005859648],"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":[0.0002867723,0.0001748106,0.0005989225,0.0005002787,0.00003671078,0.0001927977,0.00009031388,0.0003250731,0.002366935,0.005407458,0.3214781,0.6685419],"study_design_scores_gemma":[0.0000334082,0.0000829877,0.0004662848,0.000223099,0.0000119521,0.0003118702,0.00007378707,0.0001509228,0.0003784788,0.0005557481,0.997694,0.00001741597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003987391,0.0004801041,0.001008793,0.0003770692,0.0003280139,0.0001081919,0.0005983997,0.001009175,0.9956917],"genre_scores_gemma":[0.0005074098,0.0002540006,0.0004291273,0.0001544805,0.00006393122,0.00004877951,0.0003671588,0.0001523098,0.9980228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01506078,"threshold_uncertainty_score":0.02148229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434908429351698,"score_gpt":0.2196363911157088,"score_spread":0.2052873068221918,"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."}}