{"id":"W4381707492","doi":"10.5335/rep.v30i0.14253","title":"\"O futuro já começou\"","year":2023,"lang":"pt","type":"article","venue":"Revista Espaço Pedagógico","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001112538,0.0005119473,0.0004813359,0.000147674,0.0006527746,0.00028858,0.0007333955,0.0002812565,0.02033126],"category_scores_gemma":[0.0002006147,0.0005294824,0.0002962534,0.001449687,0.0005662767,0.0004734899,0.000756441,0.0004820591,0.04317228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295452,"about_ca_system_score_gemma":0.00007210391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000362804,"about_ca_topic_score_gemma":0.00005251801,"domain_scores_codex":[0.9959102,0.0003290091,0.0006778649,0.001082681,0.0008383481,0.001161848],"domain_scores_gemma":[0.9978812,0.0002116295,0.0002438007,0.001153875,0.0000139015,0.0004955817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523816,0.001483979,0.6161114,0.001546819,0.0001176182,0.0002142213,0.008794053,0.001877086,0.005427302,0.00495076,0.2550694,0.104255],"study_design_scores_gemma":[0.000341,0.0001726352,0.5133964,0.00008210951,0.00007866161,0.00001434393,0.004712457,0.0008025408,0.0002790368,0.0002508123,0.4792321,0.0006378903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982968,0.00103884,0.0001232001,0.006964596,0.0009283817,0.00101307,0.00007733709,0.0002979386,0.006588574],"genre_scores_gemma":[0.9160004,0.001633564,0.0000659837,0.0006219157,0.0004028272,0.0000680415,0.0001488243,0.00007418304,0.08098423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241627,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290024411144955,"score_gpt":0.2880058140087203,"score_spread":0.2651055698972707,"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."}}