{"id":"W3035781351","doi":"10.1007/978-3-319-28099-8_797-1","title":"RIASEC Vocational Model","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Vocational education; Psychology; Pedagogy","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":[0.0004993461,0.0004700607,0.0002443656,0.001263702,0.001930167,0.005823296,0.001289579,0.001718957,0.09059942],"category_scores_gemma":[0.0006987337,0.0002493286,0.000612966,0.001226235,0.001513539,0.002639222,0.002766109,0.002608753,0.03846843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559137,"about_ca_system_score_gemma":0.002883814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005495497,"about_ca_topic_score_gemma":0.008603415,"domain_scores_codex":[0.9994501,0.0001224324,0.00001702542,0.00009188216,0.0001750598,0.0001434192],"domain_scores_gemma":[0.9997637,0.00002365831,0.0000107682,0.00005079486,0.00007680072,0.00007435225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000141654,0.0000713206,0.000269684,0.00003248677,0.000003137226,0.00006936911,0.000238479,0.0006743691,0.0001779372,0.9279845,0.03120282,0.03926178],"study_design_scores_gemma":[0.00001545532,0.0000389644,0.0009595335,0.0001729859,0.000006583067,0.00040529,0.0007244669,0.003267405,0.000236595,0.2261381,0.7680202,0.0000145065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001459514,0.0001551414,0.003288075,0.000831444,0.00007844117,0.00002436643,0.0000944081,0.00008182076,0.9939868],"genre_scores_gemma":[0.1134103,0.0008379676,0.006219593,0.0009788275,0.00009458777,0.0001573297,0.0004906529,0.00009012657,0.8777205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09059942,"threshold_uncertainty_score":0.3030853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838694791457523,"score_gpt":0.2301250111046827,"score_spread":0.1817380631901074,"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."}}