{"id":"W7115558049","doi":"10.82396/cjcd.v4i2","title":"Canadian Journal of Career Development, Vol. 4 No. 2 (2005)","year":2005,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005735722,0.00005187024,0.00008048618,0.0001243503,0.0004354013,0.00006764547,0.0002428108,0.0000568478,0.007823084],"category_scores_gemma":[0.0002579837,0.000048868,0.00003637822,0.0001139454,0.00006681962,0.0002443896,0.00001809597,0.00006689856,0.000565157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664335,"about_ca_system_score_gemma":0.004595798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07837763,"about_ca_topic_score_gemma":0.8981993,"domain_scores_codex":[0.9991608,0.00002304345,0.0001396717,0.00006524628,0.0002921321,0.0003190648],"domain_scores_gemma":[0.998658,0.00001778005,0.00004906413,0.0000439914,0.0008062177,0.0004249658],"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":[0.000003899871,0.000009423135,0.2445107,0.000001521102,0.00002336654,0.000009540767,0.02067405,0.000001986328,0.00000424114,0.001224696,0.7219304,0.01160621],"study_design_scores_gemma":[0.0001223021,0.000002989925,0.0227131,0.000003746878,0.000003910603,4.697863e-7,0.002263301,6.636624e-7,0.00009629999,0.00002737152,0.9746874,0.00007845536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2255532,0.0001478147,0.0001360559,0.001953935,0.002367952,0.000093187,0.000002886888,0.00002590127,0.769719],"genre_scores_gemma":[0.859266,0.00001930995,0.007594939,0.0006130674,0.001033185,4.844166e-7,0.000002652652,0.00000455225,0.1314658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8198216,"threshold_uncertainty_score":0.9930839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641406411855013,"score_gpt":0.2378639461646414,"score_spread":0.2114498820460913,"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."}}