{"id":"W2029690139","doi":"10.4000/dse.144","title":"Science & Technology Education for Global Wellbeing","year":2013,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit","funders":"","keywords":"Engineering ethics; Psychology; Sociology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00450209,0.0002657031,0.0002134993,0.0008023117,0.008728379,0.001347943,0.001817194,0.000322326,0.001257572],"category_scores_gemma":[0.003069325,0.0002804616,0.00011027,0.01130961,0.03180739,0.003052938,0.0001003919,0.0002386997,0.0006668221],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005858889,"about_ca_system_score_gemma":0.02291235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217527,"about_ca_topic_score_gemma":0.003512791,"domain_scores_codex":[0.9959486,0.0003105612,0.0004529924,0.0009517821,0.0008048498,0.001531211],"domain_scores_gemma":[0.9972259,0.0002943806,0.0003595095,0.0004074468,0.001159894,0.0005528362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002127913,0.0002456375,0.02334566,0.00004526981,0.000004697144,4.310611e-8,0.02995602,0.00008658438,0.0008524339,0.6646733,0.009734226,0.2710541],"study_design_scores_gemma":[0.0001513497,0.0001883171,0.02107986,0.0001619948,0.00003809748,0.0000350198,0.1593588,0.002002381,0.0002005306,0.5509642,0.2653154,0.000503987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889953,0.003782866,0.01462027,0.06204196,0.0138122,0.001011482,0.000009559143,0.0001373312,0.115589],"genre_scores_gemma":[0.8918999,0.0002708167,0.0774942,0.001185217,0.0009789049,0.0002978425,0.000008505293,0.00001259779,0.02785198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705501,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330276227721853,"score_gpt":0.4906837310543241,"score_spread":0.2576561082821388,"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."}}