{"id":"W4413838789","doi":"10.24908/iqurcp19858","title":"Re-Visioning Community Mobilization Training: Centering Indigenous Knowledge, Culture, and Self-Determination","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mobilization; Indigenous; Training (meteorology); Community mobilization; Sociology; Political science; Psychology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007901564,0.0002106941,0.0002610348,0.0006024926,0.006402849,0.001092003,0.0008758817,0.0002195798,0.00001392192],"category_scores_gemma":[0.001268015,0.0002221368,0.00004559978,0.001460852,0.0006538103,0.0007095901,0.0006788623,0.001799907,0.00001355323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918652,"about_ca_system_score_gemma":0.0006951785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698719,"about_ca_topic_score_gemma":0.001555536,"domain_scores_codex":[0.9961982,0.001565239,0.0003498795,0.0003666168,0.0007489043,0.0007711384],"domain_scores_gemma":[0.9968907,0.0007013692,0.0001259103,0.0002436808,0.00182473,0.0002136661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002920867,0.0003533886,0.004631748,0.0003947602,0.00005172044,0.00000162329,0.8458803,0.000003233765,0.0003005233,0.07880066,0.0005745877,0.06897826],"study_design_scores_gemma":[0.0006157018,0.0003151847,0.002384312,0.001191436,0.00003043915,0.000001301222,0.8981456,0.001938049,0.0004067232,0.04403694,0.05057625,0.0003581061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973972,0.0002862333,0.002348677,0.0069271,0.0002968795,0.001194553,0.000001874687,0.0007014454,0.1908461],"genre_scores_gemma":[0.9940664,0.002541665,0.0007074056,0.0000868546,0.000094446,0.0001105411,0.00001402857,0.00002034941,0.002358288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966692,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641139291339668,"score_gpt":0.4395612294673678,"score_spread":0.2754473003334009,"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."}}