{"id":"W4417097696","doi":"10.1007/s42330-025-00413-w","title":"Alliances for Global Ecojustice In/Through STEM Education","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec; University of Toronto","funders":"Social Sciences and Humanities Research Council","keywords":"Scientific literacy; Humanity; Existentialism; Science education; Hegemony; Optimism; Sustainability; Introspection","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005204719,0.0002552185,0.0002229652,0.001156861,0.009569473,0.008616725,0.0006751823,0.002848189,0.02661943],"category_scores_gemma":[0.006877407,0.0001386304,0.0003052244,0.0009207759,0.01154858,0.005228646,0.01471959,0.006135844,0.0008967466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004089681,"about_ca_system_score_gemma":0.01590958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00780679,"about_ca_topic_score_gemma":0.02842996,"domain_scores_codex":[0.9963523,0.001468487,0.00007112775,0.000259808,0.0004455675,0.001402773],"domain_scores_gemma":[0.9941631,0.001170348,0.0003286736,0.00051096,0.0005479263,0.003279102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002937807,0.0001451338,0.007829001,0.00004711198,0.00001565925,0.0002610155,0.04984153,0.000209306,0.0003297777,0.8773369,0.01664005,0.04731511],"study_design_scores_gemma":[0.00003877186,0.00007628138,0.01278872,0.000292821,0.00001998715,0.0002039109,0.152956,0.0002744254,0.0004358937,0.2732513,0.5596349,0.00002682393],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.162293,0.0008768636,0.002009407,0.05566537,0.0005512494,0.00006158937,0.00002420164,0.00004774573,0.7784706],"genre_scores_gemma":[0.970605,0.0002721965,0.0005185972,0.003364098,0.00005343774,0.0000240002,0.00001580035,0.00001988385,0.02512687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9921932,"threshold_uncertainty_score":0.08905089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453945121300953,"score_gpt":0.3325191868934415,"score_spread":0.317979735680432,"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."}}