{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009689333,0.0007371862,0.0006961623,0.002889675,0.02490762,0.01900522,0.00217851,0.004693776,0.0128803],"category_scores_gemma":[0.01215143,0.0005217827,0.0006644216,0.003785146,0.02497304,0.01434907,0.01481009,0.006150339,0.001022705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436919,"about_ca_system_score_gemma":0.01747474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04735728,"about_ca_topic_score_gemma":0.08017516,"domain_scores_codex":[0.9907562,0.006201542,0.0002287722,0.0007612965,0.0009461234,0.001106077],"domain_scores_gemma":[0.9911595,0.004954039,0.0008737633,0.0006874376,0.00100604,0.001319151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005553627,0.00004025661,0.00400083,0.0002365988,0.000009673767,0.0009883133,0.8374293,0.0001380398,0.0007174927,0.1282854,0.004407947,0.02369058],"study_design_scores_gemma":[0.000005804363,0.00004216855,0.003725129,0.0005535844,0.00001762972,0.0003396875,0.7483325,0.0001900719,0.0003808792,0.01715059,0.2292268,0.00003522918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4761257,0.01420592,0.02659194,0.09603483,0.001785902,0.0004659501,0.0005501917,0.000265557,0.383974],"genre_scores_gemma":[0.9527302,0.005304572,0.005987742,0.002776198,0.0001488994,0.0002530462,0.00009747617,0.00009748946,0.03260433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04735728,"threshold_uncertainty_score":0.1042563,"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."}}