{"id":"W4320078785","doi":"10.1016/j.erap.2022.100821","title":"Representations of guidance counselors, psychologists, and psychoeducators regarding psychological assessment","year":2023,"lang":"en","type":"article","venue":"European Review of Applied Psychology","topic":"Psychological Testing and Assessment","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology; Valuation (finance); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004948205,0.0004793887,0.001146883,0.0004129387,0.0002026179,0.00001570433,0.001067385,0.0001500741,0.0007658548],"category_scores_gemma":[0.0001500668,0.000423735,0.000301832,0.001909194,0.0008168611,0.00004387513,0.0002544039,0.0007619898,0.000364697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002982219,"about_ca_system_score_gemma":0.00002597931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005145593,"about_ca_topic_score_gemma":2.361434e-7,"domain_scores_codex":[0.9937489,0.001463528,0.001924481,0.001572496,0.0005429802,0.0007476002],"domain_scores_gemma":[0.9959162,0.0005352164,0.001280025,0.001868533,0.0001665788,0.0002334388],"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":[0.0004914806,0.00312088,0.0139249,0.002385113,0.0005585186,0.0002645661,0.001236035,0.00001931398,0.006921323,0.08791966,0.7151858,0.1679724],"study_design_scores_gemma":[0.003413882,0.001322193,0.8655169,0.002145621,0.0001855547,0.0004019394,0.001051117,0.00000607869,0.00002808785,0.00700135,0.1180606,0.0008666859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1688377,0.01463077,0.0009662021,0.003445238,0.00253449,0.001417916,0.0001134876,0.0005085234,0.8075457],"genre_scores_gemma":[0.9662543,0.01831385,0.006879489,0.006955693,0.0002428064,0.0002898398,0.0001303856,0.0001111339,0.0008224919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.851592,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08505540034640528,"score_gpt":0.4704468052633106,"score_spread":0.3853914049169053,"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."}}