{"id":"W2237348649","doi":"","title":"Action Learning: Applications in Technology Training and Professional Development","year":2002,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Training (meteorology); Professional development; Action (physics); Action learning; Computer science; Medical education; Knowledge management; Pedagogy; Psychology; Teaching method; Medicine; Cooperative learning; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907537,0.0008274383,0.000475867,0.001536493,0.0006088754,0.00412195,0.001218366,0.001938558,0.03727721],"category_scores_gemma":[0.003696658,0.0002418834,0.000485034,0.002431603,0.001267989,0.004227908,0.002778016,0.001170409,0.009612489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685905,"about_ca_system_score_gemma":0.0008666162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006839432,"about_ca_topic_score_gemma":0.0008437061,"domain_scores_codex":[0.9991454,0.0003288394,0.00006966542,0.0001190983,0.0002841385,0.00005274433],"domain_scores_gemma":[0.997399,0.001814654,0.00007614079,0.0002434629,0.0002154905,0.0002514218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005210002,0.0001187944,0.0005808539,0.0005938617,0.00001471736,0.00007720081,0.000641485,0.0009180575,0.001338148,0.1187277,0.03775204,0.8391851],"study_design_scores_gemma":[0.00007420337,0.0001416916,0.001992076,0.0008027711,0.00004883215,0.0006044149,0.0009196801,0.01230605,0.003472426,0.3528751,0.6267136,0.00004920303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00839894,0.01395288,0.7598245,0.005597574,0.00183111,0.0002940817,0.0008734501,0.01024851,0.1989789],"genre_scores_gemma":[0.17466,0.01523976,0.6500764,0.00258637,0.001273288,0.00141154,0.002294298,0.001559047,0.1508992],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03727721,"threshold_uncertainty_score":0.1247047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07296276373805236,"score_gpt":0.3451411941702802,"score_spread":0.2721784304322278,"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."}}