{"id":"W4392377965","doi":"10.4324/9781032625720-19","title":"Codevelopment Action Learning rollout over ten years at the Quebec Order of Chartered Human Resource and Industrial Relations Counsellors","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Action (physics); Resource (disambiguation); Human resources; Business; Political science; Management; Computer science; Economics; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005635821,0.0003880393,0.0003626129,0.001332994,0.02605989,0.007257564,0.002428146,0.003956484,0.02164009],"category_scores_gemma":[0.007830912,0.0004447947,0.0002600984,0.001526543,0.004904854,0.001758591,0.003831392,0.005101033,0.002009476],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1073092,"about_ca_system_score_gemma":0.1795088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485347,"about_ca_topic_score_gemma":0.9899327,"domain_scores_codex":[0.9950783,0.0009275453,0.00004209321,0.0003925343,0.001426535,0.002132848],"domain_scores_gemma":[0.9894902,0.001275816,0.0001877432,0.0003142039,0.003686956,0.005045032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001673208,0.000764262,0.01104824,0.00006856331,0.00001237572,0.0007304984,0.04374043,0.001223205,0.001242541,0.06755941,0.6413565,0.2320866],"study_design_scores_gemma":[0.00003281425,0.0001099257,0.0237098,0.000100344,0.000005757984,0.0000476045,0.03336465,0.0008992682,0.0007303723,0.002435831,0.9385195,0.00004402298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.285146,0.003012731,0.005011879,0.1622805,0.002070652,0.0008116832,0.001453443,0.0007303021,0.5394829],"genre_scores_gemma":[0.3041879,0.0004271662,0.00171602,0.007023275,0.00009069272,0.0001617592,0.000381157,0.0001117484,0.6859003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8926908,"threshold_uncertainty_score":0.7785863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05742047165981206,"score_gpt":0.3053664995503987,"score_spread":0.2479460278905867,"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."}}