{"id":"W7115572012","doi":"10.82396/cjcd.v15i2","title":"Canadian Journal of Career Development, Vol. 15 No. 2 (2016)","year":2016,"lang":"en","type":"article","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00177292,0.0004031916,0.000481669,0.002479237,0.01051781,0.006035124,0.0009966984,0.001610948,0.1291329],"category_scores_gemma":[0.004246123,0.0003790082,0.0002946187,0.004034285,0.00272645,0.0008237633,0.002505779,0.00160649,0.01207186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02553908,"about_ca_system_score_gemma":0.1088001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8644316,"about_ca_topic_score_gemma":0.956959,"domain_scores_codex":[0.9982598,0.0002024178,0.00006309649,0.0001058582,0.0008997576,0.0004689946],"domain_scores_gemma":[0.995542,0.0001852088,0.00008063358,0.0000919363,0.002435336,0.001664851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005769586,0.00008822791,0.01380519,0.0005769347,0.00002417196,0.0002836426,0.00208561,0.0001520431,0.0003748333,0.03211138,0.8092406,0.1411998],"study_design_scores_gemma":[0.00001093606,0.00001436518,0.02164008,0.0003801249,0.00001238406,0.0001887126,0.003324833,0.000109122,0.00008675083,0.002639529,0.9715745,0.00001874491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03284302,0.09461395,0.0009424414,0.1019133,0.0117696,0.00011188,0.00287658,0.0002109113,0.7547183],"genre_scores_gemma":[0.3221854,0.07103162,0.003204393,0.0108907,0.001414456,0.0000614897,0.002205934,0.0001716937,0.5888343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8708671,"threshold_uncertainty_score":0.4319927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810169356756895,"score_gpt":0.2300869874744102,"score_spread":0.2019852939068413,"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."}}