{"id":"W31155227","doi":"10.1016/j.smim.2019.05.001","title":"Professores conetados : trabalho e educação nos espaços públicos em rede","year":2010,"lang":"en","type":"dissertation","venue":"Seminars in Immunology","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004953224,0.0003492523,0.0005352552,0.0006982351,0.0003660493,0.000139227,0.001096684,0.002088989,0.0006707813],"category_scores_gemma":[0.002166294,0.0003727798,0.0001374582,0.0006807646,0.0006641521,0.0002483145,0.00006673048,0.001647527,0.0002175874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202784,"about_ca_system_score_gemma":0.001362303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229696,"about_ca_topic_score_gemma":0.03792689,"domain_scores_codex":[0.9976508,0.0002128268,0.0005490731,0.0005643871,0.0003028874,0.0007200476],"domain_scores_gemma":[0.9984156,0.000340827,0.0004022591,0.000577641,0.0001939217,0.00006976323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002728781,0.0009961524,0.003513053,0.000145615,0.0001578173,0.00004003038,0.2162722,3.876666e-7,0.006794654,0.1221341,0.01850951,0.6311635],"study_design_scores_gemma":[0.0005922974,0.0002040285,0.01857834,0.0006351711,0.00004667634,0.000009875498,0.6716119,0.000001197098,0.008396247,0.02463474,0.2743158,0.0009737409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511874,0.004226347,7.832408e-7,0.002282758,0.006613372,0.0008526933,0.00001650012,0.000381153,0.134439],"genre_scores_gemma":[0.891538,0.003568144,0.000298811,0.0001443277,0.0001869375,0.0005049972,0.0004931074,0.00005476354,0.1032109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6301898,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878425131836109,"score_gpt":0.3505833623176172,"score_spread":0.3317991109992561,"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."}}