{"id":"W2163849920","doi":"10.1177/1049731511420264","title":"Professional Suitability for Social Work Practice","year":2011,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Lethbridge; The King's University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cronbach's alpha; Psychology; Exploratory factor analysis; Applied psychology; Variance (accounting); Social work; Sample (material); Internal consistency; Social psychology; Psychometrics; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005157879,0.0001824355,0.0002480032,0.00121474,0.001415636,0.001758061,0.0004933204,0.0006229416,0.002904664],"category_scores_gemma":[0.02512722,0.0001566582,0.0003034134,0.0007695459,0.002388149,0.0007125948,0.002572053,0.000853303,0.0004383622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203847,"about_ca_system_score_gemma":0.004568229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859796,"about_ca_topic_score_gemma":0.003109332,"domain_scores_codex":[0.9935358,0.002572001,0.0005055848,0.0002536436,0.002444086,0.0006889555],"domain_scores_gemma":[0.9776571,0.006647392,0.005269207,0.001133816,0.004866999,0.004425564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001408676,0.0004272499,0.8783433,0.0003906913,0.00005254038,0.0005873723,0.0413919,0.0004016773,0.002687479,0.002232453,0.002047049,0.07129744],"study_design_scores_gemma":[0.00001962348,0.0004467458,0.9264602,0.0002501337,0.000019989,0.001443648,0.05522686,0.0009409792,0.0006944783,0.00404706,0.01041031,0.00003988704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882359,0.0001657068,0.001427806,0.001000557,0.0000221987,0.00009573514,0.0000399938,0.00001819146,0.00899394],"genre_scores_gemma":[0.9992488,0.00004222394,0.0004459965,0.00003377251,0.000006446674,0.00001704284,0.00001843259,0.000001377094,0.000185827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005157879,"threshold_uncertainty_score":0.02727777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4276384245943994,"score_gpt":0.5826997118659689,"score_spread":0.1550612872715695,"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."}}