{"id":"W4299950678","doi":"10.34019/2447-5246.2021.v26.36730","title":"EDUCAÇÃO DO FUTURO OU FUTURO DA EDUCAÇÃO?","year":2022,"lang":"pt","type":"article","venue":"Educação em Foco","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Manitoba","funders":"","keywords":"Political science; 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":["insufficient_payload"],"category_scores_codex":[0.004486723,0.001021769,0.0009608729,0.0006885875,0.008033847,0.001450321,0.002918404,0.0005211995,0.1817829],"category_scores_gemma":[0.001138531,0.001169305,0.0007008226,0.003109271,0.0005849554,0.00171919,0.0009089504,0.003130849,0.00412503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009850066,"about_ca_system_score_gemma":0.008783743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002694549,"about_ca_topic_score_gemma":0.001684361,"domain_scores_codex":[0.9882239,0.003846241,0.001359854,0.002017818,0.002333656,0.002218587],"domain_scores_gemma":[0.9931754,0.001988511,0.001341741,0.0017738,0.0004415141,0.001279],"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":[0.0001547519,0.002592097,0.007294906,0.00009137896,0.000259931,0.00003435417,0.2351421,0.00004882452,0.00002329523,0.007966002,0.7083884,0.03800395],"study_design_scores_gemma":[0.0004164218,0.0002790949,0.004303317,0.00003812143,0.0002399162,0.00006250164,0.3476148,0.000007796336,0.00002580536,0.001681567,0.6443897,0.0009409374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5368611,0.02477366,0.00002079958,0.1728625,0.1330447,0.002497893,0.0003887204,0.0004736907,0.1290769],"genre_scores_gemma":[0.7855492,0.00129271,0.000219359,0.006656156,0.01359487,0.0008368237,0.0001903626,0.0001737322,0.1914868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248688,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069087736296061,"score_gpt":0.4252223200773107,"score_spread":0.3183135464477046,"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."}}