{"id":"W4376275604","doi":"10.5539/jel.v12n3p141","title":"10 Years of Building Good Teachers for Community Development: Local Conservation for Sustainable Development","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Graduation (instrument); Sustainable development; Engineering; Geography; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002317681,0.00004008687,0.00009342727,0.0001363117,0.0007682366,0.00003805119,0.00008696436,0.00004368338,0.00001989104],"category_scores_gemma":[0.001281912,0.00003683028,0.00003237654,0.0002086671,0.00006530063,0.0001539667,0.00001474712,0.0001354141,0.000001218826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184932,"about_ca_system_score_gemma":0.001934066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004698719,"about_ca_topic_score_gemma":0.00006046585,"domain_scores_codex":[0.9993385,0.00008554282,0.0002509355,0.00003790548,0.000137355,0.0001497752],"domain_scores_gemma":[0.9987842,0.0003032289,0.000278598,0.00002503162,0.0005401721,0.0000687776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008890595,0.000324153,0.006120817,0.0002838668,0.00010278,2.101619e-7,0.3986326,0.0007663991,0.0001450159,0.04292599,0.02283822,0.527771],"study_design_scores_gemma":[0.0001528807,0.00004725074,0.03025712,0.00004040973,0.000006065237,8.465429e-7,0.2908356,0.00002103917,0.00005004568,0.0007864441,0.6777624,0.00003986678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958758,0.0001106257,0.001001614,0.001554079,0.0001604341,0.0001474772,2.380606e-7,0.000007524063,0.001142231],"genre_scores_gemma":[0.9705876,0.00002188784,0.007577961,0.0001014107,0.0001334708,0.00001425841,0.00001151144,0.000005824381,0.0215461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6549242,"threshold_uncertainty_score":0.5908733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082299734950126,"score_gpt":0.35465688632259,"score_spread":0.3238338889730887,"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."}}