{"id":"W1601362749","doi":"10.21225/d5n31d","title":"Learning with Adults: A Critical Pedagogical Introduction","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Sociology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007297447,0.00004382475,0.00008706107,0.0002429068,0.0003738814,0.00007357378,0.0001178018,0.00005051275,0.0001524529],"category_scores_gemma":[0.001373912,0.00004484187,0.0000310431,0.0002121786,0.0001483246,0.0003011187,0.000001933188,0.0001729246,0.000008475503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874666,"about_ca_system_score_gemma":0.002220871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0210519,"about_ca_topic_score_gemma":0.03357971,"domain_scores_codex":[0.9991822,0.0003641609,0.0001012131,0.00007545722,0.0001193487,0.0001576463],"domain_scores_gemma":[0.9986215,0.000121976,0.000129789,0.0000536472,0.0006448206,0.0004282572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007928895,0.00005994377,0.1075197,0.00002982225,0.00002114156,0.000007807364,0.4606452,0.00003882088,0.00002831281,0.3039565,0.02091514,0.1066983],"study_design_scores_gemma":[0.0001045065,0.00007739593,0.005794232,0.00009353965,0.00001468264,0.00001656794,0.2490691,0.000002836285,0.000002074354,0.00006906928,0.7447011,0.0000549031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691479,0.00004362223,0.0005905544,0.01775056,0.001068473,0.0000489715,5.23374e-7,0.000008249032,0.01134121],"genre_scores_gemma":[0.9921122,0.000007549083,0.000371406,0.00006436121,0.002503504,9.706858e-8,0.000001325938,0.000003616066,0.004935929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7237859,"threshold_uncertainty_score":0.985467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620304739002448,"score_gpt":0.2898529432128035,"score_spread":0.273649895822779,"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."}}