{"id":"W4409079237","doi":"10.33524/cjar.v25i1.763","title":"A Powerful Relationship: The Interdependence of Action Research and Social Justice Work","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Action research; Social justice; Sociology; Work (physics); Action (physics); Social psychology; Pedagogy; Psychology; Criminology; Engineering","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":[0.145847,0.001236047,0.002299553,0.009381323,0.0184761,0.03930784,0.004118023,0.01069408,0.01024712],"category_scores_gemma":[0.1170537,0.00162681,0.001109418,0.00519036,0.1436176,0.03285209,0.03678245,0.01823915,0.00155304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01776898,"about_ca_system_score_gemma":0.03542409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007694209,"about_ca_topic_score_gemma":0.008723544,"domain_scores_codex":[0.7794468,0.1873212,0.003031513,0.008666636,0.0151329,0.006400941],"domain_scores_gemma":[0.6311507,0.3065518,0.009978756,0.0129855,0.01156318,0.02777014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006535899,0.0002281281,0.002605758,0.0005027698,0.0001128715,0.0003923122,0.08677902,0.0003626765,0.0001615756,0.8424457,0.01678926,0.0495545],"study_design_scores_gemma":[0.00009533099,0.0001253415,0.001573001,0.001595976,0.00003598905,0.0002808625,0.06076337,0.000472933,0.0001113896,0.7875651,0.1472851,0.00009559948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01970056,0.0347237,0.04022364,0.6538499,0.003564768,0.0003235105,0.00007657579,0.0001828907,0.2473545],"genre_scores_gemma":[0.890358,0.01875468,0.02494467,0.0513491,0.002933095,0.00089868,0.00005591593,0.0003242551,0.01038155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.145847,"threshold_uncertainty_score":0.7713221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7425039567243484,"score_gpt":0.6616048255883804,"score_spread":0.08089913113596803,"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."}}