{"id":"W4393661327","doi":"10.51161/conasis2023/24960","title":"METODOLOGIAS ATIVAS: A UTILIZAÇÃO DO MAPA MENTAL NO PROCESSO DE ENSINO E APRENDIZAGEM NA SAÚDE","year":2023,"lang":"pt","type":"article","venue":"","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02209868,0.0006812964,0.0005522862,0.005067823,0.00451094,0.011761,0.001896504,0.001437,0.005793077],"category_scores_gemma":[0.06113447,0.0004965073,0.0008189752,0.008086345,0.005542508,0.009415569,0.005373363,0.002110553,0.00077198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004969181,"about_ca_system_score_gemma":0.01181236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596823,"about_ca_topic_score_gemma":0.01927469,"domain_scores_codex":[0.980947,0.01468614,0.0007789902,0.0009931362,0.002116152,0.0004786316],"domain_scores_gemma":[0.9570355,0.02838115,0.00236856,0.004086257,0.007229534,0.0008989547],"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":[0.0003061022,0.000239568,0.03569112,0.00344326,0.0001944352,0.000580292,0.4748909,0.001819668,0.003693536,0.1207965,0.006869102,0.3514755],"study_design_scores_gemma":[0.00006426508,0.0003721816,0.0304522,0.004175714,0.0003737398,0.0008921979,0.6491842,0.007833493,0.006966675,0.1127543,0.1867127,0.0002184006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5055872,0.006054814,0.2624647,0.02922984,0.0008724284,0.002835703,0.003067509,0.001464885,0.188423],"genre_scores_gemma":[0.8912797,0.002050027,0.1005432,0.000411502,0.00005690263,0.0007415273,0.0003219053,0.0001298771,0.004465325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209868,"threshold_uncertainty_score":0.1168703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2521099772173607,"score_gpt":0.4788009097761585,"score_spread":0.2266909325587979,"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."}}