{"id":"W7034608157","doi":"","title":"Universidades comunitárias e compromisso social emtempos de mercantilização da educação superior : \"o dizer a sua palavra\" na percepção de investigadores da educação","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social reform; Social justice; Social life; Social Education","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001099204,0.001460513,0.001550407,0.0007526371,0.004236299,0.0008376683,0.00193729,0.001218739,0.001266972],"category_scores_gemma":[0.0005166559,0.001519389,0.000668181,0.00183663,0.000259946,0.0005238169,0.000793453,0.002304462,0.00002675255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238475,"about_ca_system_score_gemma":0.001571378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921233,"about_ca_topic_score_gemma":0.0002162158,"domain_scores_codex":[0.9925753,0.0008421873,0.001375442,0.001552175,0.001452454,0.002202439],"domain_scores_gemma":[0.9965091,0.0005193444,0.0005878516,0.0007605422,0.0004413994,0.001181741],"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":[0.001043676,0.001161625,0.0006472253,0.001395273,0.0008659745,0.0003388064,0.04570691,0.002142484,0.03879116,0.9010245,0.001202618,0.005679777],"study_design_scores_gemma":[0.003460504,0.0004438461,0.006488391,0.000956806,0.001024486,0.0008577764,0.1200335,0.006865478,0.003984272,0.00734053,0.8442037,0.004340699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406651,0.001591944,0.002974672,0.005709998,0.00579794,0.00161859,0.0008362916,0.0008142745,0.0399912],"genre_scores_gemma":[0.9923618,0.000777906,0.002245515,0.0002685233,0.001076693,0.0004712532,0.001419731,0.0002072235,0.001171319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8936839,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179105417414293,"score_gpt":0.2691595151308437,"score_spread":0.2473684609567008,"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."}}