{"id":"W4293215269","doi":"10.56105/cjsae.v34i1.5678","title":"Transforming Consent Conversations","year":2022,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Transformative learning; Mentorship; Pedagogy; Debriefing; Sociology; Facilitation; Harassment; Empowerment; Sexual violence; Psychology; Gender studies; Medical education; Social psychology; Political science; Criminology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004674934,0.00004067101,0.00005758227,0.0001093623,0.003982736,0.00005313037,0.0002383403,0.00001247699,0.0003504604],"category_scores_gemma":[0.0003120243,0.00003724426,0.0000488505,0.0001904769,0.00007840124,0.00007315393,0.000002957956,0.0001243202,0.000001154034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643605,"about_ca_system_score_gemma":0.006553916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09492067,"about_ca_topic_score_gemma":0.4014298,"domain_scores_codex":[0.9993431,0.0001122569,0.0001673592,0.00006199685,0.0001621706,0.0001531393],"domain_scores_gemma":[0.9991134,0.0001712941,0.0001156742,0.00008338688,0.0003588703,0.0001573176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001243898,0.0002625368,0.01912505,0.000006599986,0.00006698289,3.489956e-7,0.833196,0.0001041393,0.000005852979,0.05263032,0.0420099,0.05257984],"study_design_scores_gemma":[0.0001808694,0.00007703884,0.002105892,0.000004158733,0.00003544459,0.000003234338,0.6817437,0.000006948746,0.000003380216,0.001205839,0.3145918,0.00004167588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621843,0.0001608189,0.0002354639,0.02611532,0.006400886,0.001073627,0.00001525121,0.000006631356,0.003807732],"genre_scores_gemma":[0.9927582,0.00001264403,0.00003704002,0.0002782108,0.0003558346,0.0001279905,0.000003401464,0.000005054619,0.006421674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065091,"threshold_uncertainty_score":0.999078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401186410630285,"score_gpt":0.3358599181426563,"score_spread":0.3018480540363535,"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."}}