{"id":"W7115602163","doi":"10.82396/cjcd.v9i1","title":"Canadian Journal of Career Development, Vol. 9 No. 1 (2010)","year":2010,"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); Agency (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005979681,0.00005043185,0.00007690133,0.0001182307,0.0004860976,0.0000811904,0.0002932398,0.00008350049,0.008524456],"category_scores_gemma":[0.0005759893,0.00004598996,0.00003569154,0.0001291874,0.0001073386,0.000185544,0.0000217756,0.0001498474,0.0003645541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198908,"about_ca_system_score_gemma":0.004513477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1773687,"about_ca_topic_score_gemma":0.9290013,"domain_scores_codex":[0.9992786,0.00001655851,0.0001207822,0.00006630853,0.0002736954,0.0002440249],"domain_scores_gemma":[0.9982295,0.00002363506,0.00005060502,0.0000591211,0.001233242,0.0004038729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002775623,0.000006698116,0.6184272,0.000001568856,0.00001654683,0.00001289481,0.01617512,6.418157e-8,0.00007781581,0.002132672,0.359516,0.003630702],"study_design_scores_gemma":[0.0001032507,0.000003476353,0.1095956,0.000002127639,0.000003726763,6.983383e-7,0.001872141,2.060231e-7,0.0001975916,0.0001077592,0.8880334,0.00008002722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6260208,0.00001216605,0.00004247597,0.0004792663,0.008727538,0.00005998423,0.000002088531,0.00001528754,0.3646404],"genre_scores_gemma":[0.9241685,0.000003383639,0.004791451,0.0002109023,0.0005835799,4.190007e-7,0.0000020734,0.000003689032,0.07023601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516326,"threshold_uncertainty_score":0.9923819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805941663705724,"score_gpt":0.2338556699452685,"score_spread":0.2057962533082112,"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."}}