{"id":"W2983306630","doi":"10.33524/cjar.v20i1.447","title":"Ethics and Action Research in Emancipation-Based Endeavours: Projects of Heart or Projects of Publication?","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; McGill University","funders":"","keywords":"Emancipation; Action research; Reflexivity; Work (physics); Sociology; Government (linguistics); Public relations; Action (physics); Political science; Economic growth; Public administration; Social science; Pedagogy; Politics; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01773268,0.00005789146,0.0002302986,0.002212985,0.0003772939,0.0001170625,0.0002955045,0.0001429758,0.000248907],"category_scores_gemma":[0.003261313,0.00004994802,0.00004191742,0.00150297,0.0002421249,0.0003497263,0.00002537156,0.001690209,0.00001806729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126709,"about_ca_system_score_gemma":0.004756979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06347109,"about_ca_topic_score_gemma":0.172528,"domain_scores_codex":[0.9981089,0.0006948888,0.0005101489,0.0001048589,0.0002741597,0.0003070068],"domain_scores_gemma":[0.9968321,0.001265646,0.0003020857,0.0002393799,0.001208648,0.0001520958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007234102,0.0002829736,0.9032204,0.0007349253,0.0001358543,0.0000067665,0.04926719,0.0002028797,0.000867882,0.02772935,0.008933993,0.007894362],"study_design_scores_gemma":[0.001751433,0.00115443,0.932018,0.0004095627,0.000004849104,0.00002042916,0.02215585,0.001211632,0.002818985,0.01123126,0.02700616,0.0002174396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792019,0.0001536619,0.000009804767,0.01714193,0.0001321837,0.0004296963,0.00001232655,0.000001600086,0.002916902],"genre_scores_gemma":[0.99898,0.0001196878,0.00009801552,0.0000498515,0.00004683358,0.00000871979,0.000003416744,0.000009398987,0.000684028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090569,"threshold_uncertainty_score":0.9427654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6744160950022241,"score_gpt":0.4898379811895441,"score_spread":0.18457811381268,"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."}}