{"id":"W4386308027","doi":"10.1017/iop.2023.42","title":"Structured interviews: moving beyond mean validity…","year":2023,"lang":"en","type":"article","venue":"Industrial and Organizational Psychology","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Content (measure theory); Psychology; Content validity; Applied psychology; Content analysis; Social psychology; Sociology; Mathematics; Developmental psychology; Psychometrics; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001383101,0.00009577003,0.000193603,0.0002597753,0.0004685528,0.0000768066,0.0002491016,0.0001760139,0.004609973],"category_scores_gemma":[0.001509203,0.00008941534,0.00003527606,0.001938644,0.0004272484,0.0001336926,0.0000950657,0.0002295922,0.000523176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004220132,"about_ca_system_score_gemma":0.0001412145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135921,"about_ca_topic_score_gemma":0.0005484285,"domain_scores_codex":[0.9976162,0.0011661,0.0002494034,0.000307223,0.000384736,0.0002762918],"domain_scores_gemma":[0.9988811,0.0005053212,0.00007857317,0.0001130569,0.0002925512,0.0001293973],"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":[0.0001019813,0.0001032315,0.1051518,0.000008739992,0.0002473894,0.00002299052,0.04956191,0.00002867758,0.00499457,0.3975498,0.4228845,0.0193444],"study_design_scores_gemma":[0.002245925,0.0002185692,0.08581202,0.00002475254,0.00004831936,0.00000531402,0.01494133,0.0001445873,0.0005441143,0.3297699,0.5656975,0.0005476666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230962,0.0001339563,0.001665045,0.03181066,0.001418547,0.0004446439,0.00006331255,0.0002253293,0.04114226],"genre_scores_gemma":[0.9946733,0.0001091049,0.00006752779,0.0007116565,0.001034609,0.000006658119,0.00009144034,0.00001286535,0.003292849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.142813,"threshold_uncertainty_score":0.9962999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3366178453569705,"score_gpt":0.4917309069989826,"score_spread":0.1551130616420121,"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."}}