{"id":"W3093087170","doi":"10.18616/rsp.v4i3.6203","title":"OS DESAFIOS DOS GESTORES AO ORIENTAR OS PROFESSORES NOS PROCESSOS AVALIATIVOS DA EDUCAÇÃO INFANTIL","year":2020,"lang":"pt","type":"article","venue":"Revista Saberes Pedagógicos","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (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","research_integrity","insufficient_payload"],"category_scores_codex":[0.002172223,0.001335182,0.001794305,0.000351568,0.002000325,0.001458169,0.004290175,0.001526243,0.01495738],"category_scores_gemma":[0.008272245,0.001271705,0.0007124676,0.00262646,0.001741172,0.001793563,0.001648945,0.003719124,0.00341579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007707077,"about_ca_system_score_gemma":0.003793263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544975,"about_ca_topic_score_gemma":0.0002314834,"domain_scores_codex":[0.9864425,0.002090252,0.001985224,0.002418914,0.004113435,0.002949668],"domain_scores_gemma":[0.9927251,0.001307098,0.001340772,0.001313174,0.001026164,0.002287712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007637729,0.0007727337,0.09262941,0.004135639,0.0007082972,0.0002803588,0.1020167,0.00003070076,0.0009105385,0.02046909,0.7687566,0.00852619],"study_design_scores_gemma":[0.002377812,0.0009518103,0.002171063,0.001955558,0.0005267622,0.00001439754,0.04200516,0.001119679,0.001566039,0.0004715648,0.9444774,0.002362807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734575,0.02283407,0.0006065115,0.125733,0.003851686,0.02039902,0.001649297,0.001705831,0.04976308],"genre_scores_gemma":[0.9648123,0.005014224,0.0002650592,0.003757035,0.004101904,0.0005498983,0.000112573,0.0002134845,0.02117356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1913548,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586128751097859,"score_gpt":0.4084926155461708,"score_spread":0.2498797404363849,"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."}}