{"id":"W4400371133","doi":"10.1007/s10668-024-05179-z","title":"Educational materials as an integrative approach to a just and sustainable transition: the Franco-Brazilian cooperation","year":2024,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Apoio à Pesquisa do Distrito Federal; Agropolis Fondation","keywords":"Transition (genetics); Engineering ethics; Political science; Sociology; Engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01384995,0.0004521727,0.0002309608,0.00122628,0.005161092,0.006372848,0.001104774,0.003043992,0.009675789],"category_scores_gemma":[0.01283589,0.0002289581,0.0003115581,0.001616982,0.004393283,0.003031305,0.006019355,0.002374036,0.0004986155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008808389,"about_ca_system_score_gemma":0.06519592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08446522,"about_ca_topic_score_gemma":0.1336724,"domain_scores_codex":[0.9933164,0.003906645,0.0002209107,0.0002205286,0.0008462954,0.001489093],"domain_scores_gemma":[0.9866116,0.005971357,0.0006930324,0.001100854,0.001615092,0.004008079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001592707,0.0008529451,0.008814497,0.0007820353,0.00003324979,0.0008058688,0.04445168,0.000845223,0.00245914,0.647274,0.05441668,0.2391055],"study_design_scores_gemma":[0.00008611837,0.0002064058,0.03888963,0.001481626,0.00003914507,0.0003560756,0.02920462,0.0008539202,0.001279711,0.03314152,0.8943903,0.00007098721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2807838,0.006899741,0.007424818,0.3013227,0.001304763,0.0006404537,0.0003977727,0.0002292245,0.4009967],"genre_scores_gemma":[0.9501083,0.00132069,0.003901036,0.004406091,0.0001048347,0.000147877,0.000108317,0.00004021798,0.03986258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08446522,"threshold_uncertainty_score":0.1679471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007567185936648415,"score_gpt":0.2808113499163671,"score_spread":0.2732441639797187,"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."}}