{"id":"W4410596620","doi":"10.1007/978-3-031-83837-8_12","title":"Implementing STEPWISE Pedagogy in Postsecondary STEM Education to Cultivate Student Agency Towards Ecojustice","year":2025,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; University of Toronto","funders":"","keywords":"Agency (philosophy); Pedagogy; Postsecondary education; Sociology; Mathematics education; Political science; Higher education; Psychology; Social science; Law","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":[0.001261304,0.0002181688,0.0001076665,0.0002638305,0.001381612,0.002108314,0.0007120815,0.0006522426,0.005570564],"category_scores_gemma":[0.001784731,0.0001029202,0.0002283767,0.000281728,0.001356471,0.001304358,0.002792832,0.002286278,0.0009873351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034171,"about_ca_system_score_gemma":0.006241736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222233,"about_ca_topic_score_gemma":0.009438179,"domain_scores_codex":[0.999401,0.0002950809,0.00001744129,0.00006003818,0.000135733,0.00009075528],"domain_scores_gemma":[0.9990504,0.0004189257,0.0000788956,0.00007757272,0.0001212623,0.0002529884],"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":[0.00004686944,0.002840098,0.01339835,0.0002415329,0.000013714,0.0003816987,0.06240442,0.001573631,0.004919958,0.2738623,0.03262421,0.6076932],"study_design_scores_gemma":[0.00009936014,0.001720957,0.04664408,0.001243745,0.00004893932,0.0005913945,0.1291082,0.00639482,0.01669219,0.2777956,0.5195954,0.00006543947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.4270085,0.0007312348,0.04702083,0.01183606,0.0006211872,0.0003248731,0.00003918172,0.0003558781,0.5120623],"genre_scores_gemma":[0.8385848,0.0007291784,0.05577313,0.001508895,0.00003657975,0.0003198333,0.00005368738,0.00005562293,0.1029383],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005570564,"threshold_uncertainty_score":0.01863539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487499237729317,"score_gpt":0.4135006731690507,"score_spread":0.364750749396119,"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."}}