{"id":"W2052144142","doi":"10.7202/050766ar","title":"An Ex Post Evaluation of Canadian Occupational Projections, 1961-1981","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Statistics; Geography; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004358521,0.000466051,0.0002067289,0.002899005,0.001843622,0.001078454,0.0007019091,0.0002090816,0.001549586],"category_scores_gemma":[0.01338096,0.0002133368,0.0002739441,0.00798843,0.0004433564,0.0004632761,0.0007498244,0.0003829388,0.0002051277],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02255338,"about_ca_system_score_gemma":0.02876624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768928,"about_ca_topic_score_gemma":0.9833851,"domain_scores_codex":[0.9955606,0.0003482332,0.0001637841,0.0001900619,0.003353373,0.0003839016],"domain_scores_gemma":[0.986754,0.0007155476,0.0006258175,0.0003181904,0.01137634,0.0002100276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00112669,0.0001072184,0.7887766,0.0007266061,0.0001879395,0.0005790302,0.006808217,0.027706,0.001772922,0.004962734,0.02452179,0.1427243],"study_design_scores_gemma":[0.00001132082,0.00007066056,0.9620382,0.00003867856,0.0000299181,0.0000659276,0.002786882,0.002344927,0.001075514,0.0001278006,0.03137908,0.00003102446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811438,0.001249369,0.003159856,0.001175347,0.0000683547,0.0003712563,0.07686445,0.0001321456,0.03583542],"genre_scores_gemma":[0.952763,0.001580881,0.002483471,0.00009158786,0.00002043258,0.0001643079,0.03545587,0.00002375544,0.00741681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9774466,"threshold_uncertainty_score":0.163637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263850018240826,"score_gpt":0.4090296843047725,"score_spread":0.2826446824806899,"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."}}