{"id":"W4411658942","doi":"10.51847/8mgvsmztrw","title":"10.51847/8mGVsMZtRw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multivariate statistics; Mode (computer interface); Computer science; Multivariate analysis; Econometrics; Mathematics; Machine learning; Human–computer interaction","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":[0.0002711957,0.0009318211,0.0005540638,0.001518519,0.0008207052,0.001750292,0.0007637307,0.001797409,0.9500648],"category_scores_gemma":[0.0006104669,0.0003719027,0.0004152093,0.001206026,0.0006367696,0.001318905,0.001408601,0.001009849,0.9584148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018385,"about_ca_system_score_gemma":0.0003451811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117775,"about_ca_topic_score_gemma":0.001811163,"domain_scores_codex":[0.9997904,0.00001517178,0.00001177034,0.00006700787,0.00006577276,0.00004992259],"domain_scores_gemma":[0.9995702,0.0000679654,0.00002175803,0.00009533881,0.0001380941,0.000106639],"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":[0.0002744817,0.0001646644,0.0007204007,0.0003277148,0.00002411057,0.0002723256,0.0000957521,0.0005603135,0.01681481,0.009463097,0.4025678,0.5687145],"study_design_scores_gemma":[0.0000426179,0.00005430734,0.0008593751,0.0001142759,0.000010923,0.000293656,0.00007738478,0.0008133048,0.002552357,0.001227978,0.993938,0.00001590724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001948085,0.0003248971,0.003500048,0.000618868,0.0006485146,0.00006717534,0.001441306,0.002720952,0.9887301],"genre_scores_gemma":[0.004864842,0.00014849,0.001237875,0.000191375,0.00005739438,0.00003215605,0.001033031,0.0004536413,0.9919813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04993516,"threshold_uncertainty_score":0.07122648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00797652557925778,"score_gpt":0.2015588755278133,"score_spread":0.1935823499485555,"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."}}