{"id":"W4238273134","doi":"10.3983/twc.2010.00212","title":"","year":2010,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Transformative learning; Sociology; Aesthetics; Art; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005259582,0.003464026,0.003203739,0.003989977,0.00393437,0.006425234,0.00356345,0.01206723,0.03961467],"category_scores_gemma":[0.02998481,0.001271376,0.002862823,0.001395855,0.002375104,0.004020517,0.001467423,0.01753966,0.02879389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002852046,"about_ca_system_score_gemma":0.002879505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262951,"about_ca_topic_score_gemma":0.004333458,"domain_scores_codex":[0.995956,0.0006131858,0.0005081383,0.0005811262,0.001995353,0.0003461339],"domain_scores_gemma":[0.9724005,0.008603565,0.00171579,0.0009797059,0.01294358,0.003356743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002212829,0.000006003089,0.00001435571,0.000080316,0.000005383409,0.00004238039,0.000004988592,0.000005528992,0.00003431813,0.00008757209,0.9979803,0.001716647],"study_design_scores_gemma":[0.00005200822,0.00003743844,0.0004929196,0.0003532669,0.00003222179,0.0001792355,0.00005452515,0.00009694977,0.0001440143,0.0004784218,0.9980624,0.00001662349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00003442955,0.001410793,0.00004644956,0.02181987,0.9747466,0.00002705524,0.0000616945,0.00006244055,0.001790626],"genre_scores_gemma":[0.0004252036,0.001870871,0.00007055026,0.01851698,0.9631104,0.00003959062,0.00007761462,0.00003793433,0.01585068],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9603853,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00658568448457724,"score_gpt":0.3115543751885254,"score_spread":0.3049686907039482,"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."}}