{"id":"W4283719314","doi":"10.31235/osf.io/wqu6y","title":"“We’re Still on That Treadmill”: Class Privilege, Reflexivity, and the Disruptive Potential of Permaculture","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Reflexivity; Class (philosophy); Sociology; Set (abstract data type); Political science; Social science; Epistemology; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.006792138,0.0003097887,0.0003186563,0.001281418,0.02146151,0.01055835,0.001484662,0.001663544,0.002326052],"category_scores_gemma":[0.007547663,0.0002764899,0.0001849169,0.001271351,0.06748968,0.004466096,0.004868228,0.003572047,0.0001722582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596503,"about_ca_system_score_gemma":0.0128851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4780362,"about_ca_topic_score_gemma":0.5660757,"domain_scores_codex":[0.9937986,0.003382283,0.00008062343,0.0004996832,0.0008841525,0.001354617],"domain_scores_gemma":[0.9946406,0.002498684,0.0006965919,0.0005053513,0.000676358,0.0009824114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001966441,0.00001893689,0.006845428,0.00001819559,0.000004899263,0.0001626464,0.9568562,0.00002759437,0.0002985879,0.02767649,0.001505636,0.00656576],"study_design_scores_gemma":[0.000004933712,0.00001240568,0.008692783,0.00005306411,0.000006179705,0.00007612727,0.962484,0.00005174193,0.0001394643,0.004573278,0.02388586,0.00002026241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158614,0.001082881,0.001471558,0.01352294,0.0001449369,0.00002156282,0.00002493521,0.0000227284,0.06784702],"genre_scores_gemma":[0.9966938,0.000126394,0.0001016892,0.0005531046,0.00001080183,0.000004931336,0.000004611126,0.000008321666,0.002496321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780362,"threshold_uncertainty_score":0.9505074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05885223371949043,"score_gpt":0.3406512342155557,"score_spread":0.2817990004960652,"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."}}