{"id":"W6906513767","doi":"10.17613/p9ap3-jqx77","title":"Canada's productivity strategy needs to centre workers.","year":2025,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Productivity; Production (economics); Work (physics); Government (linguistics); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400747,0.0007372473,0.000707549,0.001638614,0.01483544,0.0118386,0.00247045,0.008181202,0.0296153],"category_scores_gemma":[0.01611276,0.0004226483,0.0009600373,0.002432737,0.003450791,0.003371361,0.003888733,0.007038633,0.004639522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07654052,"about_ca_system_score_gemma":0.4831304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871637,"about_ca_topic_score_gemma":0.9936543,"domain_scores_codex":[0.9915684,0.0005265318,0.0001503366,0.0003821161,0.003876514,0.003496085],"domain_scores_gemma":[0.9781168,0.001293467,0.0003599125,0.0004196285,0.009826981,0.009983213],"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":[0.00002978715,0.00003619146,0.001661817,0.0001220425,0.00001613116,0.00006783602,0.0006761703,0.0001707725,0.0001952365,0.03602175,0.9343204,0.02668191],"study_design_scores_gemma":[0.00003402327,0.00002498421,0.006262557,0.0001904564,0.00002471382,0.00003264512,0.002695246,0.0002907763,0.000226194,0.006158771,0.9840156,0.00004388584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005508073,0.003885805,0.001501954,0.8410134,0.004154358,0.0001199027,0.001813289,0.0005126394,0.1414905],"genre_scores_gemma":[0.1252912,0.006016408,0.006579086,0.2657703,0.001094061,0.0001709602,0.001527281,0.0003538862,0.5931968],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9234595,"threshold_uncertainty_score":0.555343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988164108293223,"score_gpt":0.2490865466840351,"score_spread":0.2292049056011029,"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."}}