{"id":"W4313453989","doi":"10.1177/10731911221141870","title":"Development, Factor Structure, and Psychometric Validation of the Impostor Phenomenon Assessment: A Novel Assessment of Impostor Phenomenon","year":2023,"lang":"en","type":"review","venue":"Assessment","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Phenomenon; Psychology; Conceptualization; Confirmatory factor analysis; Exploratory factor analysis; Construct validity; Construct (python library); Psychometrics; Reliability (semiconductor); Cognitive psychology; Developmental psychology; Structural equation modeling; Artificial intelligence; Epistemology; Statistics","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":[0.001121732,0.001080277,0.002591441,0.001290193,0.0005288019,0.00011124,0.0009103945,0.0005208344,0.0003496431],"category_scores_gemma":[0.00009150336,0.0008269256,0.0005115556,0.002812256,0.0002597061,0.0002358389,0.0006071536,0.0009545087,0.00001105245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712619,"about_ca_system_score_gemma":0.001725343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002865,"about_ca_topic_score_gemma":0.00003805832,"domain_scores_codex":[0.9935534,0.000560281,0.002466055,0.001338998,0.001334574,0.0007467216],"domain_scores_gemma":[0.993982,0.0007321052,0.003460939,0.001175592,0.0004864868,0.000162875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000377641,0.003052519,0.03096138,0.03719196,0.01188253,0.000004083108,0.003651451,0.00001791738,0.00135131,0.01127223,0.00138245,0.8991944],"study_design_scores_gemma":[0.003181269,0.0008211185,0.4279992,0.005215732,0.002860348,0.00006362362,0.001058758,0.00004005549,0.00007566238,0.0002696439,0.5564358,0.001978763],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02901611,0.9249212,0.00574239,0.0001848695,0.01076357,0.01230668,0.003930187,0.0004714575,0.01266355],"genre_scores_gemma":[0.0547585,0.9249107,0.01442345,0.00005387296,0.0005023568,0.001772752,0.0008492061,0.0004251525,0.002304017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8972156,"threshold_uncertainty_score":0.9994181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142033387581088,"score_gpt":0.4369207368249306,"score_spread":0.3227173980668218,"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."}}