{"id":"W4230873665","doi":"10.2172/990112","title":"10.2172/990112","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0006674874,0.001291907,0.000754557,0.002232027,0.001239269,0.003725556,0.001177773,0.002242431,0.9764376],"category_scores_gemma":[0.001720657,0.00063461,0.0007943673,0.002899378,0.0009133018,0.003427734,0.003040703,0.001413963,0.9825671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768766,"about_ca_system_score_gemma":0.0008983202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276585,"about_ca_topic_score_gemma":0.002054581,"domain_scores_codex":[0.9995253,0.00003349558,0.00004630985,0.0001208866,0.000197471,0.00007653794],"domain_scores_gemma":[0.9987015,0.0002249329,0.00006170207,0.0003668725,0.0003306533,0.0003144041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001499266,0.0001636816,0.0006583821,0.0002608408,0.00001304572,0.0001955496,0.00005569485,0.0001205215,0.002026186,0.004264069,0.6200059,0.3720862],"study_design_scores_gemma":[0.00001927917,0.00001990491,0.0008017986,0.00009766643,0.000004479304,0.0001807133,0.00005918568,0.00009869319,0.0003662815,0.0006759942,0.9976653,0.00001062656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000538092,0.0002372133,0.0005058425,0.0005139574,0.0005137082,0.000059232,0.002031508,0.001365643,0.9942349],"genre_scores_gemma":[0.001123129,0.0002402486,0.0004345253,0.0004375535,0.00007251024,0.00004019011,0.002145216,0.0005830235,0.9949237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02356237,"threshold_uncertainty_score":0.03360885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003820469709265111,"score_gpt":0.1544101120905597,"score_spread":0.1505896423812946,"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."}}