{"id":"W7160246549","doi":"10.36517/psg.v15i2.especial.94541","title":"Filtered Self","year":2024,"lang":"","type":"article","venue":"Passagens Revista do Programa de Pós-Graduação em Comunicação da Universidade Federal do Ceará","topic":"Qualitative research in health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fractal Systems (Canada)","funders":"","keywords":"Field (mathematics); Order (exchange); Work (physics); Subjectification; Theme (computing); Perspective (graphical); Focus (optics)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01058572,0.001929145,0.002308225,0.001407347,0.005274761,0.04822339,0.004773838,0.001398094,0.004212],"category_scores_gemma":[0.001716823,0.002080241,0.001944196,0.006883075,0.002915499,0.002100309,0.002194053,0.004967315,0.002411265],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00606136,"about_ca_system_score_gemma":0.00544033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112016,"about_ca_topic_score_gemma":0.0001612056,"domain_scores_codex":[0.9705998,0.01350708,0.00240276,0.003421588,0.004190585,0.00587814],"domain_scores_gemma":[0.9869564,0.004145849,0.0007991091,0.002973723,0.001251894,0.003872986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000553523,0.001911436,0.002272252,0.006735643,0.002826639,0.003818726,0.1350272,0.00003206635,0.0001834581,0.5807036,0.05628796,0.2096475],"study_design_scores_gemma":[0.001598474,0.001302156,0.0002941412,0.002925943,0.000480929,0.000107476,0.06809906,0.005140048,0.00001524776,0.005416692,0.9123852,0.002234656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.411332,0.2487427,0.006360796,0.1145655,0.006420376,0.02728244,0.003784226,0.01045003,0.171062],"genre_scores_gemma":[0.958417,0.01679195,0.01054271,0.0005597683,0.001150769,0.0001929952,0.000239194,0.0004417474,0.01166388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560972,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489256985212943,"score_gpt":0.3899120189529008,"score_spread":0.3250194491007714,"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."}}