{"id":"W4405671227","doi":"10.29173/isotl779","title":"SoTL as Reconciliation","year":2024,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006021786,0.00007230176,0.00008825292,0.00008942484,0.00034219,0.0001981989,0.0001390702,0.00006289039,0.000921394],"category_scores_gemma":[0.0003397616,0.00007717092,0.00006089403,0.0002722653,0.0001719692,0.000225684,0.00001142957,0.0002015058,0.001659741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341547,"about_ca_system_score_gemma":0.0006775392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003846712,"about_ca_topic_score_gemma":0.0003259993,"domain_scores_codex":[0.9990392,0.00008184713,0.0001297611,0.0002298982,0.0002479067,0.000271396],"domain_scores_gemma":[0.9994632,0.000235372,0.00002413786,0.0001060689,0.00004914414,0.0001220857],"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":[0.000006983748,0.00003494804,0.002161166,0.00002772481,0.00002953468,0.00003893731,0.2288049,0.000003814975,0.0002344466,0.4657809,0.1143771,0.1884996],"study_design_scores_gemma":[0.00004326461,0.00002271186,0.0001164487,0.00003448265,0.00001155501,0.000002111189,0.01151027,0.00005935174,0.00002825803,0.005568688,0.9824926,0.0001102939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05785445,0.004093785,0.0003049164,0.06698921,0.009394035,0.0001074863,0.00000426076,0.001287238,0.8599646],"genre_scores_gemma":[0.973792,0.00006481357,0.0004873137,0.0004890141,0.001393939,0.00001074388,0.000003689726,0.00001754835,0.02374099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9159375,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110468656867225,"score_gpt":0.4471080248231951,"score_spread":0.3360611591364727,"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."}}