{"id":"W4282943359","doi":"10.37084/rematec.1980-3141.2022.n40.p94-118.id510","title":"Cultura e transdisciplinaridade em declarações de fóruns da UNESCO","year":2022,"lang":"pt","type":"article","venue":"Rematec","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007678655,0.0003126007,0.0002612484,0.00005318662,0.001502171,0.0001300691,0.0006185723,0.0001278155,0.01686007],"category_scores_gemma":[0.00002726575,0.0003307137,0.000191881,0.0005079869,0.0002876905,0.0003232444,0.0005977575,0.0005386322,0.000737744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003697015,"about_ca_system_score_gemma":0.00007818385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006641735,"about_ca_topic_score_gemma":0.0002872753,"domain_scores_codex":[0.9971085,0.0003363226,0.0004067639,0.0006799608,0.000672529,0.0007959466],"domain_scores_gemma":[0.9989636,0.00005375771,0.0001418519,0.0005617609,0.000004607199,0.0002744052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007061168,0.007324532,0.2177901,0.001201503,0.0002244039,0.0003135379,0.5080694,0.1123639,0.07954261,0.001779963,0.03329246,0.03739151],"study_design_scores_gemma":[0.0008004318,0.0007104393,0.7696034,0.0000539206,0.0001856577,0.0002291229,0.1515992,0.00206893,0.004179799,0.00479049,0.0646335,0.001145152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918146,0.0005436374,0.0001808549,0.004538808,0.0004205247,0.0006147942,0.00006570787,0.00007171754,0.001749316],"genre_scores_gemma":[0.989359,0.0001107096,0.0001836762,0.0004262434,0.00007629945,0.0001449826,0.00005903875,0.00003906156,0.00960103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518133,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259379220194633,"score_gpt":0.252306635497121,"score_spread":0.2397128432951747,"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."}}