{"id":"W6997044767","doi":"","title":"A uberização do trabalho docente : novos dilemas para velhos problemas","year":2023,"lang":"pt","type":"dissertation","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Limiting; Filter (signal processing)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009631727,0.001389808,0.001497954,0.001062801,0.004407273,0.002354139,0.00171607,0.001739634,0.00334395],"category_scores_gemma":[0.0002067338,0.001622851,0.001191688,0.003738726,0.0005506764,0.001203814,0.0001857822,0.001941389,0.001994214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009571009,"about_ca_system_score_gemma":0.001613022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995131,"about_ca_topic_score_gemma":0.01708505,"domain_scores_codex":[0.9919148,0.0007554978,0.001151232,0.002089296,0.001976935,0.002112234],"domain_scores_gemma":[0.9956933,0.0003838478,0.001204242,0.0009332463,0.0006816709,0.001103701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001965,0.002319777,0.02249595,0.002543695,0.002246269,0.0006372065,0.8138617,0.0004412608,0.0005784308,0.06823588,0.03961501,0.04505979],"study_design_scores_gemma":[0.007857911,0.0006003315,0.04344005,0.003848332,0.001158485,0.00003103831,0.7855474,0.001509242,0.0000337781,0.008011417,0.1426857,0.005276274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8917666,0.001774604,0.0005020832,0.0144223,0.01396256,0.005934145,0.0007643016,0.001408766,0.06946465],"genre_scores_gemma":[0.7167171,0.002869347,0.0001585314,0.0002707335,0.0006383886,0.0001179975,0.003312303,0.0002628853,0.2756526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206188,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955197406056573,"score_gpt":0.3065740341191984,"score_spread":0.2770220600586326,"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."}}