{"id":"W2996577269","doi":"10.22481/ccsa.v16i28.5853","title":"Dimensão política da Comunicação Científica: perspectivas teórico-epistemológicas","year":2019,"lang":"pt","type":"article","venue":"Cadernos de Ciências Sociais Aplicadas","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Universidade Estadual do Sudoeste da Bahia","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004256104,0.000777044,0.001041686,0.0004124135,0.002866102,0.001154563,0.003429514,0.001079881,0.005292128],"category_scores_gemma":[0.00149673,0.0007990803,0.0007299509,0.004113152,0.002132023,0.001226765,0.0005537307,0.001447961,0.005891412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327187,"about_ca_system_score_gemma":0.003091661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775287,"about_ca_topic_score_gemma":0.0005478557,"domain_scores_codex":[0.9900216,0.0009900365,0.0010766,0.002151983,0.002896616,0.002863169],"domain_scores_gemma":[0.9943904,0.001089087,0.0008145478,0.001671042,0.0006266484,0.001408293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000814225,0.001939464,0.1032921,0.0001902824,0.0002498406,0.00004895486,0.501146,0.00006648092,0.008907732,0.2628828,0.1114428,0.009752115],"study_design_scores_gemma":[0.001691201,0.0006145173,0.09962969,0.0004293857,0.0003178173,0.00005649032,0.6562827,0.002416424,0.001040016,0.009695065,0.2249955,0.002831157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129796,0.002431371,0.0001418727,0.05029432,0.003957524,0.00194645,0.00005725956,0.0003512186,0.1278403],"genre_scores_gemma":[0.9461235,0.0005939684,0.0001638041,0.003364826,0.001287745,0.00009112311,0.00001578177,0.00008065064,0.04827854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2531877,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873208086797006,"score_gpt":0.3530767350615442,"score_spread":0.2943446541935741,"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."}}