{"id":"W3186480689","doi":"10.47820/recima21.v2i6.461","title":"IMPACTOS DOS TEMPOS LÍQUIDOS SOBRE O PROCESSO DE EDUCAÇÃO","year":2021,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Social and Political Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002635898,0.001460749,0.002083768,0.000349024,0.003949796,0.001937764,0.002010066,0.001366936,0.005108753],"category_scores_gemma":[0.003964097,0.001430269,0.001400636,0.003870148,0.001661505,0.0009565761,0.00118977,0.001679941,0.002579237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613364,"about_ca_system_score_gemma":0.004223824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008618371,"about_ca_topic_score_gemma":0.0007053068,"domain_scores_codex":[0.9867857,0.002066959,0.002052198,0.002582197,0.002447447,0.004065494],"domain_scores_gemma":[0.9919472,0.001281115,0.0008967604,0.001695292,0.001467089,0.002712485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009875422,0.01299066,0.04577878,0.006819457,0.001835372,0.002101857,0.6278772,0.00006547043,0.02681396,0.08223906,0.1548646,0.03762606],"study_design_scores_gemma":[0.003063674,0.0007082251,0.01039264,0.003355418,0.001247437,0.0001196057,0.1595173,0.001030515,0.007783336,0.003868054,0.8046796,0.004234131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232241,0.02493915,0.000668818,0.0500172,0.006382496,0.005145309,0.00189133,0.001225667,0.08650595],"genre_scores_gemma":[0.9054779,0.003595293,0.0006934189,0.0007784492,0.004812551,0.0002199655,0.000271413,0.0002613487,0.08388965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498151,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554746760629857,"score_gpt":0.3891260084370811,"score_spread":0.3336513323740954,"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."}}