{"id":"W3121951297","doi":"","title":"Knowledge Workers in Canada's Economy, 1971 to 2001","year":2003,"lang":"en","type":"article","venue":"","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge economy; Business; Economics; Economy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005287205,0.0002237114,0.0003703119,0.002888401,0.004721182,0.002920195,0.0008930899,0.0008822524,0.003516038],"category_scores_gemma":[0.002846875,0.0001836907,0.0002908985,0.007360382,0.001051094,0.001085178,0.00131125,0.001503556,0.0003726404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05937313,"about_ca_system_score_gemma":0.06596749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972408,"about_ca_topic_score_gemma":0.9987797,"domain_scores_codex":[0.9990269,0.00002160928,0.00002197287,0.00006209064,0.0003005425,0.0005668168],"domain_scores_gemma":[0.9972211,0.0001927058,0.0004904029,0.00005122939,0.001232404,0.0008121696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003719341,0.0002257771,0.877376,0.0001985132,0.00007854313,0.0007768276,0.009103762,0.003676003,0.0002624646,0.01301866,0.02985962,0.06505195],"study_design_scores_gemma":[0.00001202641,0.00001222209,0.977412,0.00007826606,0.00001462239,0.00005230007,0.004415204,0.0007514458,0.0001220993,0.0002956004,0.01681587,0.000018383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639137,0.00282319,0.00009475053,0.006258031,0.00005467151,0.00002528461,0.009904784,0.00001790048,0.01690764],"genre_scores_gemma":[0.9836527,0.002057065,0.00008609733,0.0003519647,0.00003064881,0.00001012052,0.003580814,0.000006600527,0.01022403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05937313,"threshold_uncertainty_score":0.4307842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324243181798796,"score_gpt":0.2298057023204282,"score_spread":0.1973813841405486,"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."}}