{"id":"W2549821389","doi":"10.1093/sw/sww071","title":"The Banality of Psychology","year":2016,"lang":"en","type":"article","venue":"Social Work","topic":"Community Health and Development","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social psychology; Sociology; Psychology; Social work; Distress; Criminology; Intervention (counseling); Social science; Political science; Psychotherapist; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001056447,0.00004057413,0.0001050537,0.00001194482,0.002005048,8.179704e-7,0.0001646709,0.00009823532,0.0005306465],"category_scores_gemma":[0.0002520319,0.00002057508,0.00003330155,0.0002560729,0.0001159061,0.00001076032,0.00007835351,0.0002153323,0.0003205462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005993764,"about_ca_system_score_gemma":0.0002146097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005115008,"about_ca_topic_score_gemma":0.0002616942,"domain_scores_codex":[0.9986201,0.0006617192,0.000281741,0.0000592162,0.00009455289,0.0002826712],"domain_scores_gemma":[0.9983329,0.001225778,0.0001208529,0.0001912313,0.00007819285,0.00005103058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002596558,0.00004022979,0.2150499,0.00004133743,0.00002278237,3.45455e-7,0.007058688,3.32013e-9,0.0000327764,0.06416966,0.3850653,0.3282593],"study_design_scores_gemma":[0.0002378846,0.000007082885,0.4981693,0.00002549927,0.000001407498,1.918342e-8,0.0004596552,6.805534e-9,0.000001405443,0.01716201,0.4839124,0.00002331963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.438775,0.0004723257,0.0003913799,0.3609346,0.00272169,0.000725203,0.00001215315,0.00008129916,0.1958863],"genre_scores_gemma":[0.9894275,0.0001070639,0.00009250845,0.003561177,0.0002532131,0.00004865187,8.657512e-7,0.000005692549,0.006503301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5506525,"threshold_uncertainty_score":0.9992942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540788823231367,"score_gpt":0.5416112631617819,"score_spread":0.3875323808386452,"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."}}