{"id":"W188701278","doi":"","title":"Categorical and prototypical analysis: A study on the quality-process in hospital institutions","year":2002,"lang":"en","type":"article","venue":"European Review of Applied Psychology-revue Europeenne De Psychologie Appliquee","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Procrastination; Humanities; Political science; Ethnology; Sociology; Philosophy; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01155159,0.0002412972,0.0006369146,0.002510029,0.001909396,0.002682502,0.001271286,0.0007391833,0.004879443],"category_scores_gemma":[0.06522993,0.00018933,0.0008351483,0.005677327,0.002796454,0.002326809,0.003793974,0.001394732,0.0003844738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004491185,"about_ca_system_score_gemma":0.003953884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009143061,"about_ca_topic_score_gemma":0.008811916,"domain_scores_codex":[0.9796393,0.01486676,0.0008749633,0.001111092,0.002555495,0.0009523786],"domain_scores_gemma":[0.9386051,0.03560286,0.0141752,0.004102225,0.004777814,0.002736708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003823995,0.0006097951,0.9087777,0.000362138,0.0002024394,0.0001984502,0.04481736,0.0004216663,0.0002866639,0.008147666,0.0007697525,0.03502399],"study_design_scores_gemma":[0.00005424117,0.0006198096,0.908218,0.0001734873,0.00008444612,0.0003125854,0.07692762,0.002544216,0.000308759,0.007589581,0.003113243,0.00005401187],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935644,0.0003461664,0.003075823,0.0004017566,0.00002022926,0.0000969233,0.0001732301,0.00001053699,0.002310853],"genre_scores_gemma":[0.9986361,0.00008510529,0.0008221581,0.00008907109,0.00001069613,0.00007774062,0.00007133363,0.000006401392,0.0002013778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155159,"threshold_uncertainty_score":0.06109136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081353449421114,"score_gpt":0.4127282476579338,"score_spread":0.3045929027158224,"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."}}