{"id":"W6906293366","doi":"10.1590/1981-5344/56896","title":"POSSÍVEIS CONTRIBUIÇÕES DA ANÁLISE CRÍTICA DO NEOLIBERALISMO AOS ESTUDOS EM COMUNICAÇÃO CIENTÍFICA","year":2025,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Statistical analysis; Context (archaeology); Order (exchange)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008606251,0.0007356947,0.001623189,0.002109169,0.0034012,0.01297008,0.01388955,0.0004407357,0.01850288],"category_scores_gemma":[0.003530171,0.000681658,0.0005822024,0.01053243,0.001956327,0.007737516,0.002626127,0.001034003,0.0001518099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006093538,"about_ca_system_score_gemma":0.002903806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004957898,"about_ca_topic_score_gemma":0.001061373,"domain_scores_codex":[0.9899026,0.001681682,0.002116236,0.001534495,0.003065182,0.001699851],"domain_scores_gemma":[0.9920033,0.001747198,0.001879975,0.001571393,0.001693033,0.001105085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002943926,0.001934677,0.4529244,0.0001376938,0.0003690833,0.00005340437,0.03862886,0.0002156241,0.008148811,0.007107859,0.4326614,0.05752377],"study_design_scores_gemma":[0.001637167,0.00005918903,0.8086461,0.002030876,0.000504316,0.00001110359,0.03724239,0.0009239824,0.002862449,0.02675316,0.1176403,0.001688925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161682,0.02908804,0.0003074855,0.0136235,0.009111238,0.002222252,0.000145187,0.000108599,0.02922551],"genre_scores_gemma":[0.9691303,0.01620253,0.0001049467,0.002900768,0.0004713469,0.00009508225,0.00001456375,0.000040075,0.01104042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557217,"threshold_uncertainty_score":0.9995635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3013705470661414,"score_gpt":0.5951834201806405,"score_spread":0.2938128731144991,"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."}}