{"id":"W4307204047","doi":"10.12660/gvcasosv12nespeciala1","title":"Apresentação: tecnologias sociais para tempos mais que urgentes","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Casos de Ensino em Administração","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Art; Humanities","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":[],"consensus_categories":[],"category_scores_codex":[0.003035504,0.0009102586,0.0007909008,0.002502283,0.004029864,0.01742885,0.001579941,0.002936105,0.01186925],"category_scores_gemma":[0.009164257,0.0003077624,0.000774382,0.003791537,0.008241767,0.009561413,0.004607975,0.005064602,0.003844172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572761,"about_ca_system_score_gemma":0.005410539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003473755,"about_ca_topic_score_gemma":0.005556234,"domain_scores_codex":[0.9948155,0.002237117,0.0002624476,0.0004848234,0.001858676,0.0003413752],"domain_scores_gemma":[0.9951187,0.002467822,0.0004325074,0.0006798452,0.0008118587,0.0004892659],"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":[0.00003290247,0.00004013814,0.0007049984,0.000676379,0.00001226681,0.0002568191,0.02193582,0.0001981998,0.0009240949,0.5694523,0.2547498,0.1510163],"study_design_scores_gemma":[0.000001824519,0.0000103366,0.0002844907,0.0002603686,0.000003730868,0.0001953643,0.003038557,0.0001105432,0.0001010882,0.02508089,0.9709052,0.000007716917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01182178,0.1334578,0.0303982,0.1060381,0.07422537,0.0001292181,0.0002747122,0.00126413,0.6423906],"genre_scores_gemma":[0.2863455,0.1595439,0.02478683,0.01360493,0.06042899,0.0003547516,0.0004188679,0.001390343,0.4531259],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01742885,"threshold_uncertainty_score":0.03970659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09560403564492032,"score_gpt":0.3697441548357564,"score_spread":0.2741401191908361,"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."}}