{"id":"W4417347108","doi":"10.21083/caree.v1i1.8915","title":"The Community Citizen Scientist in First Nation Communities Subtitle: The Garden Stewards in First Nations in Northern Ontario, Case Study","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Participatory action research; Indigenous; Food security; Traditional knowledge; Citizen science; Food systems; Citizen journalism; Resilience (materials science); Capacity building; Sustainable living","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001992031,0.0003402664,0.0003821372,0.000864647,0.03282735,0.003736953,0.001710609,0.002545292,0.005524773],"category_scores_gemma":[0.003234865,0.0003795094,0.000268832,0.001994185,0.008251079,0.001818128,0.004999316,0.001856861,0.0003654027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04390304,"about_ca_system_score_gemma":0.04902566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.868264,"about_ca_topic_score_gemma":0.9678887,"domain_scores_codex":[0.9973569,0.0009072133,0.00005622188,0.0002795103,0.0003885515,0.001011597],"domain_scores_gemma":[0.9971739,0.000658333,0.0001900501,0.0001381078,0.0004039607,0.001435602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006537473,0.0001306226,0.02299924,0.0003006091,0.00001107617,0.02084847,0.9150233,0.0003634983,0.001407225,0.009616148,0.01412146,0.01511296],"study_design_scores_gemma":[0.000007484891,0.00004860955,0.01271955,0.0001631011,0.000007794561,0.001086553,0.8603371,0.0001718718,0.0002944394,0.0004227447,0.1247189,0.00002177184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167717,0.00121023,0.001353491,0.0123687,0.0001752542,0.0005186216,0.0003657767,0.00004189519,0.06719434],"genre_scores_gemma":[0.9532844,0.001291879,0.0022162,0.001937478,0.00003395647,0.0002789527,0.0001575527,0.00004204,0.04075759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131736,"threshold_uncertainty_score":0.3185403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149584355680567,"score_gpt":0.3123891817194896,"score_spread":0.2608933381626839,"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."}}