{"id":"W4391719627","doi":"10.51189/ensipex2024/28935","title":"IMPACTOS DA SEMANA NACIONAL DE CIÊNCIA E TECNOLOGIA E POPULARIZAÇÃO DA CIÊNCIA NA ELEVAÇÃO DA PROFICIÊNCIA DOS ESTUDANTES","year":2024,"lang":"pt","type":"article","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Physics; 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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006148125,0.0008743962,0.0007673266,0.0009284181,0.002619068,0.003630172,0.002757256,0.0008228744,0.004693694],"category_scores_gemma":[0.002106978,0.0007288849,0.000521302,0.006354475,0.001674894,0.002761045,0.0004437462,0.001331692,0.002255544],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575162,"about_ca_system_score_gemma":0.007181611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423744,"about_ca_topic_score_gemma":0.005480973,"domain_scores_codex":[0.990038,0.0006719077,0.001182412,0.002186513,0.003044341,0.002876834],"domain_scores_gemma":[0.9964174,0.0006742697,0.0003540897,0.0009951999,0.0004732375,0.001085798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001232448,0.001763807,0.2467322,0.0004705816,0.0004718899,0.0004292557,0.1844164,0.0002197802,0.04843067,0.3447147,0.1040905,0.0681369],"study_design_scores_gemma":[0.001531756,0.002305709,0.257805,0.002229216,0.00100478,0.0003852762,0.513203,0.1102386,0.008185362,0.04406077,0.05156699,0.007483565],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466884,0.002914795,0.004911631,0.02363522,0.009486383,0.001894235,0.00009334303,0.001011161,0.009364788],"genre_scores_gemma":[0.9755603,0.0002148685,0.0006863527,0.001825728,0.001127842,0.0001225928,0.00005511917,0.00006331511,0.02034387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287865,"threshold_uncertainty_score":0.9995162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0767777119457559,"score_gpt":0.3775140519087777,"score_spread":0.3007363399630218,"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."}}