{"id":"W2946959599","doi":"10.17770/sie2019vol1.3881","title":"PEDAGOGICAL ASSUMPTIONS OF TRANSFORMATIVE DI-GITAL MODEL FOR SOCIAL CHANGE","year":2019,"lang":"en","type":"article","venue":"SOCIETY INTEGRATION EDUCATION Proceedings of the International Scientific Conference","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Transformative learning; Inclusion (mineral); Pedagogy; Sociology; Underpinning; Educational technology; Knowledge management; Computer science; Social science; Engineering","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":[0.00671406,0.0007102729,0.0005670422,0.002061987,0.003576226,0.007918009,0.002802734,0.004448078,0.007960225],"category_scores_gemma":[0.007989143,0.0003543222,0.00116885,0.000963546,0.03259462,0.007709365,0.005171046,0.005253648,0.002413856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007531603,"about_ca_system_score_gemma":0.006823231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951649,"about_ca_topic_score_gemma":0.001443966,"domain_scores_codex":[0.9934055,0.003325383,0.0002972131,0.001183569,0.001269033,0.0005193112],"domain_scores_gemma":[0.9951209,0.00220182,0.0004762956,0.0008065664,0.0008377552,0.000556573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004729188,0.00002022957,0.0001252701,0.00003689009,0.000003097874,0.0000576796,0.002884651,0.0004370409,0.00007306525,0.9940553,0.0004974873,0.001804424],"study_design_scores_gemma":[0.00002604345,0.00002614256,0.000164519,0.00009440748,0.000006942459,0.0001419173,0.001669522,0.002982825,0.0001833057,0.9574279,0.03726563,0.0000109279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02230889,0.001287406,0.278907,0.04675631,0.0006328485,0.0007125323,0.0002205451,0.0003113304,0.6488631],"genre_scores_gemma":[0.8912295,0.0009599334,0.06433098,0.003142044,0.0002939642,0.001814023,0.000129327,0.00009816096,0.03800204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007960225,"threshold_uncertainty_score":0.05464584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296407131218688,"score_gpt":0.3301254132610201,"score_spread":0.2004847001391513,"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."}}