{"id":"W4381284148","doi":"10.7202/1099957ar","title":"We are all Human Beings","year":2023,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Transformative learning; Prison; Empowerment; Pedagogy; Sociology; Psychology; Political science; Criminology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005211984,0.00006701504,0.00007731007,0.0001132,0.0005702747,0.0001921309,0.0001781837,0.00004057756,0.00008337494],"category_scores_gemma":[0.0001269319,0.00006319278,0.00004425493,0.00006879882,0.00005507117,0.0001924143,0.00003519804,0.00007809043,0.00001834133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070743,"about_ca_system_score_gemma":0.0001057335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003637775,"about_ca_topic_score_gemma":0.0003185787,"domain_scores_codex":[0.9991877,0.00003023057,0.000162588,0.0001077325,0.0003451902,0.0001665293],"domain_scores_gemma":[0.9994689,0.00007837095,0.0001286593,0.00002905444,0.000201941,0.00009308967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006494608,0.0002389593,0.363948,0.00003066651,0.0004460335,0.00004665664,0.1919111,0.000003018996,0.0003371619,0.07337172,0.07826645,0.2913353],"study_design_scores_gemma":[0.0003110855,0.00001143509,0.051349,0.00008772782,0.000007291711,0.000004169646,0.01331738,0.00001027972,0.0002303111,0.009520555,0.925027,0.000123819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981103,0.00003657931,0.0003243013,0.01297367,0.00104729,0.0001056432,0.000004863141,0.00005671863,0.004347939],"genre_scores_gemma":[0.9545295,0.0002749837,0.000602806,0.0001707984,0.0007120086,0.00002420196,0.00002269681,0.000006987756,0.04365601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8467605,"threshold_uncertainty_score":0.4386149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06835918436278922,"score_gpt":0.4004585031894184,"score_spread":0.3320993188266292,"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."}}