{"id":"W4376645007","doi":"10.1027/2698-1866/a000039","title":"Effects of a Neutral Response Option on Occupational Interest Circumplex Fit","year":2023,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Generalizability theory; Equivalence (formal languages); Psychology; Econometrics; Correlation; Statistics; Sample (material); Structural equation modeling; Hexagonal crystal system; Social psychology; Mathematics; Pure mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003886155,0.0001396163,0.0002431972,0.0006306734,0.0001375454,0.00007260422,0.0002528503,0.00009487109,0.00009609487],"category_scores_gemma":[0.0607546,0.0000964518,0.0000492605,0.001576306,0.0000877436,0.00008548472,0.00007581316,0.0001241791,0.0002349284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002636088,"about_ca_system_score_gemma":0.00003600221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001686665,"about_ca_topic_score_gemma":0.000001254873,"domain_scores_codex":[0.9976013,0.0004539115,0.0006579083,0.0005028956,0.0005619948,0.0002219341],"domain_scores_gemma":[0.9595797,0.03971,0.0002539971,0.0001843976,0.0001596725,0.000112226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002284657,0.0007522305,0.04550785,0.00003443484,0.0000306236,0.00004975007,0.002270872,0.0007061193,0.008341313,0.004889163,0.005735083,0.9293979],"study_design_scores_gemma":[0.000647419,0.0004239031,0.9862561,0.00002823347,0.000002004032,0.00000619056,0.000317929,0.00105879,0.0005554335,0.007498518,0.003084418,0.0001210221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810517,0.00003107328,0.0172301,0.0005501715,0.000371957,0.0002157489,0.00000458856,0.0001087617,0.0004359335],"genre_scores_gemma":[0.9766,0.00001963237,0.02269016,0.0003368743,0.00002795367,0.00003855111,0.000007257678,0.000005660062,0.0002738952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9407483,"threshold_uncertainty_score":0.9471571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7527729537058937,"score_gpt":0.5201070910133551,"score_spread":0.2326658626925386,"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."}}