{"id":"W7127301299","doi":"10.33524/cjar.v25i3.817","title":"McGuinn, N., & Naylor, A. (2025). Engaging with environmental education through the language arts: Interdisciplinary and creative approaches to fostering ecoliteracy (1st ed). Routledge Taylor & Francis Group.","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Environmental education; Action research; Action (physics); Teaching method","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002288001,0.0006664107,0.0003871927,0.00201242,0.003608764,0.003769623,0.001444753,0.003237691,0.04807847],"category_scores_gemma":[0.006673023,0.0006958672,0.0003338448,0.002243778,0.002817145,0.004964117,0.002087977,0.003032448,0.0138346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683815,"about_ca_system_score_gemma":0.0129207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2352846,"about_ca_topic_score_gemma":0.5462425,"domain_scores_codex":[0.9993739,0.0001339667,0.00005610321,0.00005700513,0.0003224833,0.00005655833],"domain_scores_gemma":[0.9970134,0.001253061,0.0001980579,0.00008252235,0.0011163,0.0003366663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001905804,0.00001091219,0.0006579409,0.0004815477,0.000004104195,0.00006763935,0.002251311,0.0000523525,0.0002316123,0.007120082,0.6980404,0.291063],"study_design_scores_gemma":[0.000004818321,0.000008143516,0.00261594,0.001582536,0.00001100907,0.00009543501,0.001887419,0.00002882535,0.0002103487,0.003672683,0.9898729,0.000009823695],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002375855,0.5378228,0.006670515,0.1927617,0.008066929,0.0001288632,0.002736694,0.0004184401,0.2490182],"genre_scores_gemma":[0.0663337,0.4534297,0.01841965,0.02447214,0.001668861,0.0004223985,0.0009093657,0.000477123,0.4338669],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7647154,"threshold_uncertainty_score":0.4678302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773439962339735,"score_gpt":0.4107883251804755,"score_spread":0.2334443289465021,"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."}}