{"id":"W4310836568","doi":"10.14393/eda-v3-n2-2022-64347","title":"Variações do txaísmo","year":2022,"lang":"pt","type":"article","venue":"Revista Estado da Arte","topic":"Urban and sociocultural dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Qualitative research; Humanities; Sociology; Philosophy; Social science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001512884,0.0003522162,0.0005093579,0.00008718394,0.003169008,0.000932479,0.001057156,0.0001441666,0.005457636],"category_scores_gemma":[0.0002056,0.0003596894,0.0003844952,0.001010629,0.0003945765,0.0003172784,0.0005363837,0.0007711053,0.0005472631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702396,"about_ca_system_score_gemma":0.0003619591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005165178,"about_ca_topic_score_gemma":0.0001207213,"domain_scores_codex":[0.9955513,0.001163573,0.0005444784,0.0006579038,0.001251556,0.000831114],"domain_scores_gemma":[0.998377,0.000265183,0.000328357,0.0005639933,0.0001198312,0.0003455879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005064187,0.0004931325,0.004838429,0.0001886493,0.0002276214,0.0001833022,0.09702931,0.0002749017,0.00007158309,0.7274987,0.1581811,0.01096261],"study_design_scores_gemma":[0.0003461801,0.000158918,0.0009539283,0.00004680387,0.0001227295,0.000006571321,0.02867292,0.001152102,3.798576e-7,0.001140409,0.9668549,0.0005441266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6253388,0.03911394,0.00117234,0.05250282,0.01358815,0.005474053,0.003066027,0.001474577,0.2582693],"genre_scores_gemma":[0.8358505,0.001047638,0.00008090666,0.000976277,0.0005778673,0.00005236583,0.0001031323,0.00005272977,0.1612585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8086738,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447013097221305,"score_gpt":0.2941939814018362,"score_spread":0.2597238504296231,"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."}}