{"id":"W2755367422","doi":"10.3138/cart.52.3.3956","title":"Mapping Theories of Transformative Learning","year":2017,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Epistemology; Sociology; Curiosity; Opposition (politics); Dominance (genetics); Psychology; Cognitive science; Social psychology; Pedagogy; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004117675,0.0006873112,0.0003871407,0.003340648,0.002578862,0.006194948,0.00176107,0.001359106,0.0126646],"category_scores_gemma":[0.01020371,0.0002664362,0.0008282074,0.003352652,0.02107199,0.01363214,0.004543301,0.002325527,0.001051063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085384,"about_ca_system_score_gemma":0.001602956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841753,"about_ca_topic_score_gemma":0.001165853,"domain_scores_codex":[0.9973838,0.001518878,0.0000756759,0.000337273,0.0004730001,0.0002115143],"domain_scores_gemma":[0.991581,0.00583666,0.0006056908,0.001172116,0.0005668685,0.000237577],"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":[0.000001585172,0.000007933697,0.0001120767,0.0000195764,0.000002057471,0.00002228936,0.002117453,0.0008274619,0.000011787,0.992874,0.0002610197,0.003742738],"study_design_scores_gemma":[0.000003703571,0.000005617309,0.00009005464,0.00003297024,0.000002022218,0.00004377542,0.001597093,0.001764133,0.00005487502,0.9843285,0.01207408,0.000003165658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03458121,0.002290423,0.3530043,0.01195344,0.000275226,0.0001330601,0.00009690324,0.0001725761,0.5974929],"genre_scores_gemma":[0.9397202,0.001851711,0.03760214,0.0005174191,0.000192734,0.0002638236,0.0001035835,0.00008429108,0.01966413],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0126646,"threshold_uncertainty_score":0.04236734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451983930499137,"score_gpt":0.3389928757356062,"score_spread":0.3244730364306148,"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."}}