{"id":"W7115006878","doi":"10.33524/cjar.v25i3.767","title":"Action Research for Transformative Climate Change Education: Rethinking Sayings, Doings, and Relatings at One Canadian School","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transformative learning; Action research; Participatory action research; Climate change; Action (physics); Citizen journalism","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02843437,0.0008639428,0.0007240729,0.003118149,0.0611867,0.01542223,0.004084845,0.002929165,0.00578259],"category_scores_gemma":[0.02008407,0.0007832365,0.0007101342,0.003907523,0.04236478,0.005404801,0.01033586,0.006925758,0.0004363471],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1994586,"about_ca_system_score_gemma":0.3339338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744435,"about_ca_topic_score_gemma":0.9923477,"domain_scores_codex":[0.9716092,0.01750225,0.0004778712,0.002363218,0.004525453,0.003521856],"domain_scores_gemma":[0.9753029,0.01074744,0.0008835807,0.001488105,0.006565563,0.005012289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006567165,0.0001775046,0.008500724,0.0003262221,0.00002698371,0.001090509,0.8274123,0.001004203,0.001967838,0.07552791,0.01137203,0.07252809],"study_design_scores_gemma":[0.00003225233,0.0000982546,0.01104511,0.0005869112,0.0000442522,0.0001758264,0.6587074,0.0009865868,0.001803174,0.01185503,0.3145092,0.0001559421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.563692,0.005761423,0.04571096,0.1456877,0.0008807435,0.002038697,0.0005085723,0.0003790481,0.2353407],"genre_scores_gemma":[0.9511828,0.001524977,0.02031179,0.002724407,0.00002303951,0.0002536158,0.00008916593,0.0001217335,0.02376839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994586,"threshold_uncertainty_score":0.9285146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800583302253695,"score_gpt":0.4298747884190808,"score_spread":0.2498164581937113,"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."}}