{"id":"W2261337012","doi":"10.22456/2236-3254.58884","title":"POR UMA METODOLOGIA DE TRANSFORMAÇÃO NA ENCRUZILHADA ENTRE A EDUCAÇÃO SOMÁTICA E A TECNOLOGIA: TORNANDO-SE OUTRO...","year":2015,"lang":"pt","type":"article","venue":"Cena","topic":"Arts and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006981629,0.0007071696,0.0009216077,0.0002017651,0.001196713,0.0003395128,0.0005624605,0.0002983593,0.00407288],"category_scores_gemma":[0.0001885763,0.0005357841,0.0003837278,0.0001146256,0.0008614486,0.0005879768,0.0002043053,0.0006921969,0.0009004376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973863,"about_ca_system_score_gemma":0.0006398188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006632817,"about_ca_topic_score_gemma":0.001261932,"domain_scores_codex":[0.9964873,0.0001742392,0.0007599014,0.0006202838,0.0004749261,0.001483375],"domain_scores_gemma":[0.9981839,0.0001555946,0.0002550454,0.0005484883,0.0003452488,0.0005117155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009778102,0.001050302,0.00789434,0.0005338283,0.001099783,0.000205352,0.58512,0.00002946872,0.000105336,0.0429015,0.3102382,0.04984401],"study_design_scores_gemma":[0.002629498,0.001256772,0.0009635889,0.000244045,0.0004625798,0.0000646397,0.1297974,0.0004818642,0.0003850095,0.001290026,0.8613439,0.001080677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6269677,0.02664813,0.0002827905,0.009477358,0.008687745,0.001621525,0.0006964484,0.0006068173,0.3250114],"genre_scores_gemma":[0.9405621,0.00176479,0.000136973,0.00116943,0.001960842,0.00008413068,0.00004373079,0.00006704463,0.05421095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511057,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09897975537525654,"score_gpt":0.2885934945790117,"score_spread":0.1896137392037551,"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."}}