{"id":"W1600605092","doi":"","title":"Stepping in and Stepping Out: Adult Educators Teaching in a Teacher Preparation Program.","year":2014,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Cultural and Educational Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Restructuring; Mainstream; Scholarship; Adult education; Pedagogy; Stepping stone; Perspective (graphical); Teacher preparation; Teacher education; Sociology; Service (business); Adult Learning; Higher education; Psychology; Medical education; Political science; Medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053343,0.0003398131,0.0003253189,0.0006700209,0.02603032,0.007712951,0.002320441,0.003722379,0.004637336],"category_scores_gemma":[0.01254448,0.0005696024,0.0003724571,0.0006532462,0.0111306,0.004292402,0.0082961,0.008877822,0.0008162864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007119447,"about_ca_system_score_gemma":0.01331718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03032283,"about_ca_topic_score_gemma":0.1540609,"domain_scores_codex":[0.9938976,0.003078604,0.0001160347,0.0003636424,0.0006472081,0.001896873],"domain_scores_gemma":[0.9928393,0.001442521,0.0004722124,0.0001913839,0.0004555624,0.004598977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004127181,0.0003166002,0.004751312,0.00005299567,0.000002864042,0.002474629,0.9644684,0.00003235667,0.0006891271,0.00255488,0.00673864,0.01787693],"study_design_scores_gemma":[0.00001169368,0.00009493936,0.002861877,0.00007564629,0.000003672485,0.0006636865,0.9538162,0.00004485418,0.000260785,0.0004526169,0.04169801,0.00001602655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395883,0.001164092,0.002036518,0.02904714,0.0008029073,0.000202857,0.00004095333,0.0001130036,0.02700418],"genre_scores_gemma":[0.9734485,0.0005895977,0.001746679,0.005400287,0.00007379364,0.0001040568,0.00003238504,0.0000600766,0.01854456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03032283,"threshold_uncertainty_score":0.06029272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989922446431006,"score_gpt":0.3676842157373429,"score_spread":0.3377849912730329,"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."}}