{"id":"W4232243147","doi":"10.22215/etd/2015-10939","title":"Modeling Intention to Pursue a High Tech Career Using Social Cognitive Career Theory","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Social cognitive theory; Confirmatory factor analysis; Structural equation modeling; Psychology; Exploratory factor analysis; Social psychology; Context (archaeology); Theory of planned behavior; Test (biology); Applied psychology; Developmental psychology; Psychometrics; Management; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00310923,0.0005942995,0.0004302951,0.001789812,0.0007208349,0.002318843,0.001009897,0.001179756,0.005547923],"category_scores_gemma":[0.006847185,0.0003384603,0.001215561,0.001010109,0.0005446733,0.0009067605,0.0009706629,0.001112618,0.0005565918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168176,"about_ca_system_score_gemma":0.001836954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179009,"about_ca_topic_score_gemma":0.02319187,"domain_scores_codex":[0.9989746,0.0006530609,0.0000271939,0.0001210306,0.00008723976,0.0001368797],"domain_scores_gemma":[0.9933081,0.005466146,0.0004311931,0.0001340909,0.0002507112,0.0004098435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004808545,0.003095052,0.5957381,0.0001446352,0.0005873546,0.0004668393,0.003890159,0.3064904,0.0006941035,0.03882693,0.001950956,0.0476347],"study_design_scores_gemma":[0.00005608159,0.0004039192,0.03076754,0.00004737208,0.00008338039,0.00005287933,0.00154113,0.957041,0.0001234592,0.008758739,0.001096421,0.00002802642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774829,0.00006890488,0.01834743,0.0003127207,0.00002018035,0.00009035401,0.000126534,0.00002731484,0.003523565],"genre_scores_gemma":[0.9935849,0.00006955986,0.004620933,0.00002853697,0.000009816566,0.0001214661,0.0001215068,0.000005629679,0.001437733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179009,"threshold_uncertainty_score":0.0433265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108908466615708,"score_gpt":0.348139389972511,"score_spread":0.239230923356803,"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."}}