{"id":"W7161403670","doi":"10.4000/1683c","title":"L’intégration de l’éducation à l’environnement dans l’enseignement général francophone au Cameroun : vers une culture écocitoyenne ?","year":2025,"lang":"","type":"article","venue":"Éducation relative à l environnement","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Inclusion (mineral); Field (mathematics); Field research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.001631333,0.0009578048,0.0006949045,0.0003905639,0.00374095,0.0003139654,0.0007740594,0.000714332,0.002062538],"category_scores_gemma":[0.0006817916,0.001005956,0.0004524637,0.002299508,0.001253594,0.0009511433,0.0001898858,0.0008243165,0.0007989155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02884774,"about_ca_system_score_gemma":0.004038887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04111354,"about_ca_topic_score_gemma":0.02790631,"domain_scores_codex":[0.9926565,0.001318548,0.001628077,0.001540954,0.001351183,0.001504776],"domain_scores_gemma":[0.9964981,0.0002154721,0.001114379,0.0009450227,0.0005590883,0.000667959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006966142,0.003304731,0.002399765,0.0001557085,0.0007208537,0.000003031239,0.7326164,0.001090355,0.007745417,0.1854451,0.05962642,0.006822615],"study_design_scores_gemma":[0.002176586,0.0002554558,0.1140398,0.0003440487,0.000527735,0.000002093926,0.4409124,0.0004515145,0.001793675,0.00177294,0.4367594,0.0009643765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5924508,0.001593294,0.01082533,0.136683,0.0228555,0.005350996,0.0001442265,0.0002485327,0.2298483],"genre_scores_gemma":[0.9579886,0.002381448,0.002043212,0.00246365,0.0008501633,0.0007945497,0.0006747234,0.00004892559,0.03275471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3771329,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908883519387772,"score_gpt":0.3070473964155878,"score_spread":0.28795856122171,"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."}}