{"id":"W4293384743","doi":"10.1111/joca.12479","title":"Getting<i>real</i>about consumer poverty: Deep processes for transformative action","year":2022,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Transformative learning; Poverty; Generative grammar; Action (physics); Sociology; Work (physics); Political science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01106361,0.0004905084,0.0003277374,0.00133463,0.006925397,0.01307078,0.001247688,0.002956997,0.005927132],"category_scores_gemma":[0.01075141,0.0003736857,0.0004449785,0.0008324602,0.08179982,0.01067063,0.008095686,0.005615255,0.0004118249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006087027,"about_ca_system_score_gemma":0.007527448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342601,"about_ca_topic_score_gemma":0.003264935,"domain_scores_codex":[0.9935968,0.004752793,0.00008707494,0.0003861831,0.000621214,0.0005559374],"domain_scores_gemma":[0.9900802,0.006468866,0.0008409963,0.001140698,0.0008501866,0.0006191087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001796397,0.00005179852,0.0009443625,0.00007600141,0.000008891088,0.0001433983,0.101882,0.0003231856,0.0004539163,0.8877624,0.001831079,0.006505013],"study_design_scores_gemma":[0.00001150578,0.00003218781,0.0009167886,0.0002367026,0.000009077639,0.00008341698,0.1192455,0.0007969551,0.0008417893,0.8250548,0.05274772,0.00002360185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2387151,0.002730239,0.1387331,0.2014112,0.0006258585,0.0004453755,0.0001434319,0.0002199535,0.4169757],"genre_scores_gemma":[0.9855043,0.0005070007,0.007191307,0.001856263,0.00006618723,0.0001046681,0.0000178357,0.00005504262,0.00469738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01307078,"threshold_uncertainty_score":0.05851066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168291798048423,"score_gpt":0.3861617286134621,"score_spread":0.3344788106329779,"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."}}