{"id":"W4415699316","doi":"10.1108/978-1-80592-459-320251029","title":"Epistemic Authority and School-University Partnerships: Findings From a Collaborative Inquiry","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Praxis; Context (archaeology); Inclusion (mineral); Field (mathematics); Action (physics); Power (physics); Qualitative research; Action research","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008264351,0.0002846366,0.000434951,0.0002084112,0.001635539,0.0001571822,0.0003134543,0.0006298201,0.001856504],"category_scores_gemma":[0.0005185422,0.0003006784,0.00007854195,0.0002154745,0.0007164046,0.0002807638,0.0003677657,0.0006636414,0.0001070644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028858,"about_ca_system_score_gemma":0.001613118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842246,"about_ca_topic_score_gemma":0.01404083,"domain_scores_codex":[0.9981868,0.0003526625,0.0002172099,0.0005893822,0.0004075231,0.000246397],"domain_scores_gemma":[0.998457,0.0005735777,0.0001081469,0.0002365538,0.0003618429,0.0002629058],"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":[0.00007316569,0.0000123506,0.0006296234,0.00001576552,0.00007887008,0.00001759904,0.02049332,7.812761e-8,0.00001782277,0.8874136,0.0900713,0.001176522],"study_design_scores_gemma":[0.00030366,0.00004334887,0.0003096434,0.0003383556,0.00009178781,1.079925e-7,0.02364976,0.000005705945,0.000006317368,0.0362834,0.9385884,0.0003795101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004665778,0.0007708293,0.0001269562,0.004591563,0.0005056831,0.0004349762,0.0002448467,0.0002042282,0.9884551],"genre_scores_gemma":[0.04242273,0.001380549,0.000508152,0.0002086103,0.0003587653,0.000001450569,0.00006375695,0.00001407178,0.9550419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8511302,"threshold_uncertainty_score":0.9999445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05502534337409242,"score_gpt":0.3155066530288747,"score_spread":0.2604813096547822,"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."}}