{"id":"W2212603311","doi":"10.2495/ci040271","title":"Instructional Technology Innovation AsTransformational Learning:Female Faculty’s Narratives Of Experience","year":2004,"lang":"en","type":"article","venue":"WIT transactions on information and communication technologies","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Narrative; Pedagogy; Cognitive reframing; Sociology; Transformational leadership; Sociocultural evolution; Realm; Narrative inquiry; Psychology; Social psychology","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":[0.005340074,0.001092488,0.001041577,0.00227438,0.01645944,0.01016538,0.001874291,0.003231065,0.00417898],"category_scores_gemma":[0.0120478,0.0006850754,0.0004849998,0.002274232,0.01160242,0.009637365,0.009657593,0.005401461,0.0007135437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161857,"about_ca_system_score_gemma":0.005590341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268365,"about_ca_topic_score_gemma":0.03291316,"domain_scores_codex":[0.9947431,0.002370203,0.000196998,0.0004269841,0.0007967542,0.001465933],"domain_scores_gemma":[0.9924844,0.00442681,0.0006471594,0.0002311608,0.0007540754,0.001456357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002199293,0.00001506658,0.001298825,0.00002140641,0.00000152367,0.0004980423,0.9935127,0.00001362419,0.0002983417,0.001170386,0.0005653971,0.002582713],"study_design_scores_gemma":[0.000002046994,0.00002489423,0.001300288,0.00006085842,0.00000284914,0.0004418064,0.973596,0.00003435436,0.000459305,0.0002564398,0.02380548,0.00001571785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669748,0.001889131,0.001887453,0.009706422,0.0002280931,0.00009571484,0.0003806367,0.00004402821,0.01879362],"genre_scores_gemma":[0.9870943,0.001307574,0.0003995266,0.0009936375,0.00007726385,0.00007365702,0.000109462,0.00005448123,0.009890019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268365,"threshold_uncertainty_score":0.08429903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073298424652627,"score_gpt":0.3081004980837035,"score_spread":0.2873675138371772,"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."}}