{"id":"W3185546180","doi":"10.1111/dech.12673","title":"John Loxley: Radical Academic Activist","year":2021,"lang":"en","type":"article","venue":"Development and Change","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Plaintiff; Tribunal; Context (archaeology); Expert witness; Audit; Government (linguistics); Human rights; Welfare; Law; Sociology; Political science; Public administration; Economics; Accounting","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01191151,0.001144132,0.0007787028,0.002212759,0.02785205,0.01608977,0.003260829,0.02292982,0.02247546],"category_scores_gemma":[0.02160153,0.0006913283,0.0008940767,0.001944118,0.01255491,0.007109157,0.01007133,0.02843777,0.006404427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02077659,"about_ca_system_score_gemma":0.03144655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05550293,"about_ca_topic_score_gemma":0.07737435,"domain_scores_codex":[0.989243,0.002901616,0.0003210047,0.00164421,0.003377086,0.002513083],"domain_scores_gemma":[0.9886987,0.004141746,0.000560407,0.0005329629,0.00200149,0.004064687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001468009,0.00003318614,0.0001265307,0.00005474879,0.000003219864,0.0002392577,0.002907085,0.00003950913,0.0001024268,0.0487385,0.9397557,0.007985172],"study_design_scores_gemma":[0.000003049374,0.000005086662,0.00006462378,0.00008514759,0.000001217301,0.00004480459,0.001240691,0.00001987047,0.00006251463,0.002611597,0.9958553,0.000006137096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001571334,0.02080547,0.000452048,0.848571,0.02968604,0.00004034197,0.0001054365,0.00006566577,0.09870268],"genre_scores_gemma":[0.0295704,0.01092672,0.0008326127,0.6139036,0.01364324,0.0001295456,0.00008143113,0.0001205416,0.330792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05550293,"threshold_uncertainty_score":0.1507455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538699098044492,"score_gpt":0.2741874887914042,"score_spread":0.120317578986955,"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."}}