{"id":"W3212461642","doi":"10.14483/23464712.16003","title":"Crianças investigam para aprender ciências: uma experiência de aprendizagem na educação pré-escolar","year":2021,"lang":"pt","type":"article","venue":"Gondola/Góndola, enseñanza y aprendizaje de las ciencias","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00981152,0.001826652,0.00195343,0.001477968,0.005280301,0.00335855,0.005088971,0.001777275,0.008838846],"category_scores_gemma":[0.01131406,0.002064007,0.001287911,0.009667673,0.003123335,0.002980546,0.00152174,0.003000138,0.003017273],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313821,"about_ca_system_score_gemma":0.02405377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333814,"about_ca_topic_score_gemma":0.004677863,"domain_scores_codex":[0.9759159,0.0048677,0.002377156,0.00402955,0.00538666,0.007423012],"domain_scores_gemma":[0.9872411,0.002094357,0.001122013,0.003118017,0.001875715,0.004548757],"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":[0.000357167,0.004663567,0.03754154,0.0006518374,0.0006097446,0.001660097,0.4149854,0.0005415844,0.04718427,0.01618494,0.4529547,0.02266516],"study_design_scores_gemma":[0.005833678,0.0009130839,0.0690148,0.001379072,0.000826958,0.001327022,0.3504753,0.004758345,0.07181752,0.008582944,0.4784444,0.00662685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085332,0.01585907,0.004294985,0.01422542,0.008634556,0.002696259,0.0004474375,0.001129386,0.04417969],"genre_scores_gemma":[0.8505837,0.002090704,0.005651055,0.0141766,0.004548884,0.0008871197,0.0002391565,0.0003609027,0.1214619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07728218,"threshold_uncertainty_score":0.9995896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175916918970412,"score_gpt":0.388808089130462,"score_spread":0.2712163972334208,"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."}}