{"id":"W4392177847","doi":"10.12957/periferia.2022.66363","title":"OS BASTIDORES DE UMA PESQUISA DURANTE A PANDEMIA: UMA TRIOETNOGRAFIA COM DIÁLOGOS COLABORATIVOS","year":2022,"lang":"pt","type":"article","venue":"Periferia","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002765488,0.0006012368,0.0008171693,0.0003514284,0.004179399,0.0004751077,0.00156127,0.0003683561,0.01698706],"category_scores_gemma":[0.001587541,0.0006247319,0.0003346044,0.002208142,0.0008175792,0.0004079816,0.0005357587,0.0014594,0.0003361764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969464,"about_ca_system_score_gemma":0.004354264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731475,"about_ca_topic_score_gemma":0.002551523,"domain_scores_codex":[0.9923715,0.002749283,0.000962495,0.001078348,0.00135744,0.001480928],"domain_scores_gemma":[0.9966173,0.001020645,0.0006146844,0.0008180794,0.0002877116,0.0006415631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008275115,0.001302249,0.4417363,0.0003388764,0.0003857468,0.0001154899,0.3825395,0.0007707466,0.006676844,0.002922425,0.1584723,0.003912142],"study_design_scores_gemma":[0.003812667,0.0007455323,0.0939744,0.0001714068,0.000353257,0.00007567685,0.1596475,0.004459899,0.0003290199,0.0006921052,0.733865,0.001873598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684484,0.001936154,0.0003536585,0.0198813,0.004606847,0.001594523,0.0005169709,0.0004798756,0.002182256],"genre_scores_gemma":[0.9680073,0.0002885544,0.0001597496,0.002367979,0.001104958,0.0008573913,0.00006616663,0.0001006158,0.02704725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5753927,"threshold_uncertainty_score":0.9996204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167475256733515,"score_gpt":0.3540786653639722,"score_spread":0.312403912796637,"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."}}