{"id":"W4386741456","doi":"10.1177/10690727231201670","title":"Exploring job seeker profiles through latent profile analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Job analysis; Job attitude; Conscientiousness; Psychology; Job performance; Job design; Job shadow; Job characteristic theory; Applied psychology; Personnel psychology; Social psychology; Job hunting; Job satisfaction; Big Five personality traits; Personality; Public relations","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":[0.004299411,0.0002907701,0.0004151867,0.004870403,0.0008018608,0.001965997,0.0004960943,0.0004474517,0.00239003],"category_scores_gemma":[0.01251794,0.0002044864,0.000604744,0.002508944,0.0002919031,0.001249442,0.001730894,0.0006903704,0.0005683879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006953186,"about_ca_system_score_gemma":0.0009825798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334073,"about_ca_topic_score_gemma":0.004626583,"domain_scores_codex":[0.9982558,0.0008993254,0.0001781228,0.0001992103,0.000295051,0.0001725176],"domain_scores_gemma":[0.9946009,0.002779347,0.0009718504,0.0006073727,0.0007826737,0.0002579296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003093021,0.0003811106,0.8631487,0.0001472586,0.0001271828,0.0002447971,0.0186674,0.001424427,0.004677235,0.008242642,0.001335777,0.1012942],"study_design_scores_gemma":[0.00005618106,0.0004526775,0.7988939,0.0002065311,0.0001419795,0.0009305344,0.03863752,0.1268503,0.002957303,0.02320849,0.007546014,0.0001185448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287909,0.0001182178,0.06706871,0.0002232569,0.000007682909,0.0003591849,0.001157626,0.0001173022,0.002157205],"genre_scores_gemma":[0.9752147,0.00007146112,0.02259224,0.00002096836,0.000004303361,0.0002649012,0.001223542,0.00001227608,0.0005955787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004870403,"threshold_uncertainty_score":0.02273774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276417337386476,"score_gpt":0.3623769535148333,"score_spread":0.1347352197761857,"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."}}