{"id":"W2949017849","doi":"10.26512/vis.v16i2.20651","title":"Engajamento acadêmico através do fazer","year":2017,"lang":"pt","type":"article","venue":"Revista VIS Revista do Programa de Pós-Graduação em Arte","topic":"Arts and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Lakehead University","funders":"","keywords":"Humanities; Praxis; Art; Sociology; Philosophy; Epistemology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002558872,0.001905911,0.002441969,0.0003633926,0.009350399,0.0637529,0.002556353,0.0004920884,0.003828343],"category_scores_gemma":[0.0004107554,0.001669959,0.001536554,0.0001870143,0.002023344,0.001719741,0.001250232,0.001741631,0.002238685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491796,"about_ca_system_score_gemma":0.0003106754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002204999,"about_ca_topic_score_gemma":0.00007766452,"domain_scores_codex":[0.9910063,0.0005412163,0.002210234,0.00198878,0.001369056,0.002884388],"domain_scores_gemma":[0.9921313,0.0001924359,0.002148233,0.003807804,0.0007635808,0.0009566317],"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":[0.0003246185,0.0009692486,0.0173265,0.004215256,0.001565879,0.0002711484,0.05620481,0.000002702215,0.00005166645,0.5034864,0.1064148,0.309167],"study_design_scores_gemma":[0.001544131,0.0008198289,0.002191689,0.002940497,0.0008823709,0.00005716726,0.008117695,0.0002756065,0.00001417573,0.0003983507,0.9807069,0.002051533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6830262,0.1843706,0.0004564304,0.01233459,0.00448187,0.01026328,0.002252167,0.001494103,0.1013208],"genre_scores_gemma":[0.9431385,0.01141414,0.0002586955,0.0007279417,0.004125931,0.0004014088,0.0001426413,0.0003414378,0.03944928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8742922,"threshold_uncertainty_score":0.9993685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940417800342205,"score_gpt":0.3111304905490441,"score_spread":0.261726312545622,"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."}}