{"id":"W4400220372","doi":"10.26512/lc29202348109","title":"Narrativas nas práticas pedagógicas no ambiente universitário","year":2023,"lang":"pt","type":"article","venue":"Linhas Crí­ticas","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Narrative; Humanities; Sociology; Pedagogy; Mathematics education; Epistemology; Philosophy; Psychology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.001150262,0.0007251037,0.000827062,0.0005873782,0.002180488,0.0002171947,0.0007422357,0.0009196685,0.004656205],"category_scores_gemma":[0.001254398,0.0007456646,0.000405217,0.001986181,0.0003840178,0.0007278761,0.0004893721,0.001851903,0.1242976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730044,"about_ca_system_score_gemma":0.001509794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000316799,"about_ca_topic_score_gemma":0.0001033066,"domain_scores_codex":[0.9937762,0.0007349604,0.001206894,0.001247669,0.0009395115,0.002094755],"domain_scores_gemma":[0.9950966,0.001407407,0.0005059085,0.001295822,0.0006004851,0.001093842],"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":[0.0006936045,0.001647932,0.006084207,0.001694179,0.0005007961,0.0005713578,0.1034256,0.0001411607,0.0005081048,0.02673355,0.8519303,0.006069266],"study_design_scores_gemma":[0.001658988,0.0006262487,0.004357123,0.001377409,0.000296667,0.00002202543,0.04113881,0.003258862,0.0001329904,0.002083862,0.9438723,0.001174669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695006,0.001079667,0.000788263,0.03180398,0.02857212,0.003213794,0.0003895817,0.002401801,0.2622502],"genre_scores_gemma":[0.5751381,0.0003735034,0.0001271607,0.0009787312,0.001966028,0.00004994325,0.0003381947,0.0001441336,0.4208842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586341,"threshold_uncertainty_score":0.9994994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020303720713343,"score_gpt":0.4019548426355051,"score_spread":0.2999244705641708,"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."}}