{"id":"W7132917151","doi":"","title":"Dialogue for Change: Extending the Impacts of Teaching for Critically Reflective Practice","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Russian Literature and Bakhtin Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Reflective practice; Context (archaeology); Critical reflection; Action (physics); Reflection (computer programming); Meaning (existential); Health care; Action research; Empirical research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004234978,0.0004305808,0.0007209266,0.0001673088,0.002967772,0.0003050397,0.0004904411,0.0004572632,0.000009824907],"category_scores_gemma":[0.03082209,0.0003173379,0.0004727303,0.0005846148,0.0003129464,0.000504752,0.00006362964,0.0006552284,0.000008328624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420846,"about_ca_system_score_gemma":0.0003318502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013299,"about_ca_topic_score_gemma":0.001990586,"domain_scores_codex":[0.9966834,0.0006343814,0.0005624535,0.0006282108,0.0005977359,0.0008938878],"domain_scores_gemma":[0.9847366,0.01263851,0.0008546768,0.0002928854,0.001350333,0.0001270564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009540074,0.0001365702,0.00002258175,0.0009426544,0.0004749248,0.000003306584,0.8351596,4.765578e-7,0.000916835,0.1387681,0.0114485,0.01117243],"study_design_scores_gemma":[0.0006174475,0.0009129856,0.001226982,0.00139133,0.001212537,0.000001918535,0.8598104,0.00003755112,0.0005007307,0.01334112,0.1203698,0.0005772838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05305041,0.05404181,0.01051488,0.3432099,0.04374433,0.0504947,0.001562733,0.0009122377,0.442469],"genre_scores_gemma":[0.9071003,0.00466701,0.01140877,0.002912202,0.01183376,0.004798342,0.0006358722,0.0002866642,0.0563571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8540499,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788111307466414,"score_gpt":0.502640392528895,"score_spread":0.4238292617822537,"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."}}