{"id":"W4409655171","doi":"10.7202/1114543ar","title":"<i>InStead:</i> Demonstrating allyship through a REDress reconciliation project","year":2024,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redress; Political science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017947,0.0004427259,0.0004137101,0.001579156,0.02167857,0.009677054,0.001972409,0.001987286,0.004315856],"category_scores_gemma":[0.008672722,0.0002289882,0.0003229164,0.002776115,0.0163043,0.005321886,0.006947403,0.004637834,0.0006356654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01675721,"about_ca_system_score_gemma":0.03068653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2691954,"about_ca_topic_score_gemma":0.523252,"domain_scores_codex":[0.9897292,0.006945801,0.0001523034,0.0004061869,0.001427923,0.001338527],"domain_scores_gemma":[0.9941444,0.001993132,0.0005557809,0.0004780171,0.001289536,0.001539211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003254425,0.00004415338,0.002151327,0.0006373455,0.00002036396,0.0006414396,0.7818688,0.00004528446,0.0005725764,0.0682011,0.1102031,0.03558189],"study_design_scores_gemma":[0.000004291676,0.00002822707,0.002278951,0.0005824819,0.00001301127,0.0001836003,0.5630224,0.00001964874,0.000236271,0.001161952,0.4324523,0.00001689519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.283162,0.06221388,0.005321531,0.2535385,0.008708296,0.0006782671,0.0003886705,0.000226902,0.3857621],"genre_scores_gemma":[0.8871955,0.02344944,0.002923306,0.02989838,0.0006504806,0.0004225727,0.0001508456,0.0001420044,0.05516752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2691954,"threshold_uncertainty_score":0.535257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07678800972146806,"score_gpt":0.3713029785271456,"score_spread":0.2945149688056776,"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."}}