{"id":"W4387441605","doi":"10.20873/2526-1487v5n1p136","title":"PESQUISA E INTERVENÇÃO NO ENSINO SUPERIOR","year":2020,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003733693,0.001156575,0.002031501,0.0005870367,0.001191199,0.0001036626,0.001608567,0.0009713904,0.0443714],"category_scores_gemma":[0.001210125,0.001231311,0.0006893554,0.002616758,0.0007374783,0.001762877,0.0009527443,0.003963398,0.02090985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220259,"about_ca_system_score_gemma":0.004558679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695324,"about_ca_topic_score_gemma":0.0001041324,"domain_scores_codex":[0.988793,0.00297983,0.002386651,0.001974117,0.0009738982,0.002892576],"domain_scores_gemma":[0.9923595,0.00116816,0.001112173,0.001693638,0.0002489027,0.003417585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004374557,0.0002166069,0.08940982,0.001407322,0.0001721058,0.0003564331,0.02776752,0.000003694906,0.0001623609,0.0006935821,0.851076,0.0282971],"study_design_scores_gemma":[0.002473527,0.004553644,0.1489332,0.001810835,0.0002320483,0.00001753745,0.02397352,0.001134679,0.0001977628,0.00006515541,0.814726,0.001882057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4463687,0.004398987,0.0007401234,0.481402,0.01196348,0.004423539,0.001235195,0.002324422,0.04714356],"genre_scores_gemma":[0.7912163,0.001117761,0.00251238,0.1817253,0.00471213,0.0001203954,0.0003431702,0.0006415463,0.01761109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3448475,"threshold_uncertainty_score":0.9990137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520429219323477,"score_gpt":0.3396766309820448,"score_spread":0.287633709049697,"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."}}