{"id":"W4411656791","doi":"10.51847/wehbwrkhfh","title":"10.51847/wEHbWRKHfh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loyalty; Quality (philosophy); Mediator; Psychology; Marketing; Business; Advertising; Medicine; Internal medicine; Philosophy","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":[0.001278356,0.0009332636,0.000592732,0.002327694,0.001007083,0.00370884,0.0007901479,0.001759401,0.8917503],"category_scores_gemma":[0.002219592,0.0003144751,0.000601722,0.002157859,0.000796438,0.002495932,0.002524363,0.001124307,0.8811243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007787591,"about_ca_system_score_gemma":0.001033915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232297,"about_ca_topic_score_gemma":0.001020636,"domain_scores_codex":[0.9989653,0.0001783987,0.0001194198,0.0002900407,0.0002863772,0.0001604876],"domain_scores_gemma":[0.9980605,0.0004671464,0.0001857991,0.0004204933,0.000536164,0.0003298954],"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":[0.000160115,0.0003394447,0.003004977,0.0005140189,0.00001938713,0.0003223185,0.0003280124,0.0001616465,0.002252725,0.004471052,0.1165308,0.8718956],"study_design_scores_gemma":[0.00005397624,0.0001251889,0.006260014,0.0006754213,0.00002860626,0.001085236,0.0007298077,0.0004638137,0.00122464,0.003408852,0.9858952,0.00004918105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007540688,0.002026078,0.004244362,0.001679636,0.001226436,0.0002352094,0.00231488,0.002103336,0.9786294],"genre_scores_gemma":[0.02952343,0.001612665,0.004483473,0.001248708,0.0003534999,0.0001941399,0.002603399,0.0004712411,0.9595093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082497,"threshold_uncertainty_score":0.1544049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325547739706396,"score_gpt":0.2190663632538293,"score_spread":0.2058108858567654,"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."}}