{"id":"W200886213","doi":"","title":"Female adult learners' return to post-secondary: the impact of motion, emotion and connection on students' transformative learning","year":2013,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Connection (principal bundle); Psychology; Motion (physics); Mathematics education; Pedagogy; Computer science; Engineering; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464631,0.0004821148,0.0005822656,0.0007159075,0.005641994,0.004524522,0.0009615912,0.0009714475,0.003693383],"category_scores_gemma":[0.003479034,0.0001857163,0.0003235839,0.0004152129,0.004148847,0.001127469,0.003577918,0.001438657,0.0005072895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859197,"about_ca_system_score_gemma":0.003034909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04351793,"about_ca_topic_score_gemma":0.09975478,"domain_scores_codex":[0.9990012,0.0002989608,0.00002770857,0.00008812706,0.0002394925,0.0003444817],"domain_scores_gemma":[0.9984978,0.0003960378,0.0002100154,0.00005907243,0.000242733,0.0005944092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008442529,0.0001418182,0.02559152,0.00005331079,0.000006650659,0.001539427,0.9532571,0.00003628743,0.002224798,0.0006825174,0.0007706914,0.01561138],"study_design_scores_gemma":[0.000004052655,0.0001192044,0.0201513,0.00002740884,0.00000628513,0.0005937807,0.9696839,0.00005014726,0.0005827509,0.0001247822,0.008641646,0.00001466681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956596,0.0001343141,0.000122608,0.0002923764,0.000016583,0.00002212586,0.00001886587,0.000007774422,0.003725567],"genre_scores_gemma":[0.9955224,0.0001413382,0.00009993089,0.00008015266,0.000006503188,0.00001448547,0.00001753742,0.000005555357,0.004112083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04351793,"threshold_uncertainty_score":0.08652925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008847884309438682,"score_gpt":0.2748660263081757,"score_spread":0.266018141998737,"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."}}