{"id":"W4376486176","doi":"10.1007/978-3-031-25867-1_16","title":"Intermediary Organizations and Organized Interests in Higher Education Policymaking in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Higher education dynamics","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; École Nationale d'Administration Publique; Simon Fraser University","funders":"","keywords":"Context (archaeology); Political science; State (computer science); Public administration; Government (linguistics); Field (mathematics); Public relations; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001510065,0.0002188613,0.0002943226,0.0002526218,0.0001026364,0.00007980323,0.00024884,0.0002676595,0.0009730214],"category_scores_gemma":[0.000119928,0.0002524207,0.0000222695,0.0003475954,0.0001152922,0.0001485761,0.00007970814,0.0003429622,0.00005108985],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005403012,"about_ca_system_score_gemma":0.01230404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9394174,"about_ca_topic_score_gemma":0.9917077,"domain_scores_codex":[0.9984684,0.00006743722,0.00045947,0.0003558365,0.0003119491,0.0003368934],"domain_scores_gemma":[0.9990176,0.0001678763,0.0002386414,0.0002182544,0.0001706834,0.00018694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000168603,0.00003015939,0.01606298,0.00004504248,0.000007325566,0.000002611977,0.0007778181,0.000001342083,5.446812e-7,0.976133,0.005570829,0.00136658],"study_design_scores_gemma":[0.0001936328,0.000007300837,0.3682623,0.001088843,0.00002154628,0.000002194893,0.0007364207,0.00002834827,2.104361e-7,0.05847313,0.5706639,0.0005221792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02926045,0.0007182042,0.000004081814,0.02616345,0.01601292,0.0009008295,0.0001625992,0.0001096918,0.9266677],"genre_scores_gemma":[0.4100018,0.0001527824,0.00001745765,0.0007521139,0.0006629333,0.00002440538,0.0001150726,0.00005031308,0.5882232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9176599,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308943244456077,"score_gpt":0.3011626799507759,"score_spread":0.2780732475062151,"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."}}