{"id":"W2505218488","doi":"10.1111/jep.12586","title":"Theory, experience and practice","year":2016,"lang":"en","type":"editorial","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"","keywords":"Process (computing); Epistemology; Engineering ethics; Psychology; Management science; Sociology; Computer science; Engineering; Philosophy","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":[0.03015688,0.001786274,0.002424993,0.003844404,0.004699378,0.02033735,0.005141928,0.01928462,0.008565936],"category_scores_gemma":[0.09158053,0.0007383431,0.001569298,0.001888051,0.04828311,0.0227826,0.01022845,0.03895059,0.003805364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125793,"about_ca_system_score_gemma":0.02170214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693316,"about_ca_topic_score_gemma":0.004631184,"domain_scores_codex":[0.960874,0.02162552,0.00313413,0.0023455,0.01060588,0.00141488],"domain_scores_gemma":[0.9105397,0.0667964,0.002419734,0.004482284,0.01037083,0.005391178],"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":[0.00002562754,0.00004183559,0.00005897666,0.002013219,0.00002461112,0.0002077638,0.005146754,0.0001616966,0.00005049956,0.1452092,0.7872939,0.05976603],"study_design_scores_gemma":[0.00002318779,0.00002039158,0.00007304114,0.003420898,0.00001029199,0.0001703214,0.001688615,0.00008009181,0.00003543561,0.08338703,0.9110732,0.0000173527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001964952,0.1103651,0.002541269,0.5685784,0.2937039,0.00006237011,0.00002379033,0.00008497037,0.02444359],"genre_scores_gemma":[0.02710598,0.1636533,0.005465777,0.2989419,0.4730818,0.0006152324,0.00009862117,0.0002529992,0.03078437],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03015688,"threshold_uncertainty_score":0.1594867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687701471459598,"score_gpt":0.5541308339295005,"score_spread":0.3853606867835407,"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."}}