{"id":"W2009698174","doi":"10.1590/s0100-15742005000200003","title":"Difusão da pesquisa educacional entre profissionais do ensino e círculos acadêmicos","year":2005,"lang":"pt","type":"article","venue":"Cadernos de Pesquisa","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","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":[0.001757617,0.0006935184,0.0006098715,0.0002991559,0.001917965,0.0006402637,0.001206765,0.00115655,0.04963839],"category_scores_gemma":[0.001452156,0.0007162021,0.0004220437,0.0007554013,0.000816703,0.001586692,0.0002390668,0.001774558,0.006206213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008310386,"about_ca_system_score_gemma":0.003822304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194829,"about_ca_topic_score_gemma":0.000507238,"domain_scores_codex":[0.9934127,0.00140276,0.0009528685,0.001204557,0.001395394,0.001631749],"domain_scores_gemma":[0.9954314,0.001523309,0.0007546162,0.000698176,0.0004271159,0.001165436],"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":[0.0002744968,0.002401064,0.04116425,0.0002410154,0.0003853711,0.00004733944,0.3243723,0.00008341335,0.00180671,0.02998898,0.5374957,0.0617394],"study_design_scores_gemma":[0.0006893837,0.00009433503,0.01791232,0.000198572,0.0002754447,0.00008495618,0.0530445,0.0001195297,0.001078492,0.0007742636,0.9248257,0.0009025463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294801,0.008506707,0.00008524596,0.1876581,0.005186145,0.001165436,0.0001657857,0.0002815036,0.0674709],"genre_scores_gemma":[0.8827953,0.001087357,0.0003036195,0.005204164,0.008203232,0.00008933451,0.00007854946,0.0000733848,0.1021651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873299,"threshold_uncertainty_score":0.9995289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0661621302714177,"score_gpt":0.398677579758025,"score_spread":0.3325154494866073,"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."}}