{"id":"W1903947999","doi":"10.18740/s4hs3k","title":"Sunera Thobani: A Very Public Intellectual","year":2012,"lang":"en","type":"article","venue":"Socialist studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scholarship; Gender studies; Colonialism; Sociology; Racism; Feminism; Political science; Media studies; Alliance; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006385859,0.00007831687,0.0001374408,0.00004441112,0.001343472,0.00007069209,0.0001062966,0.00006178001,0.0001111511],"category_scores_gemma":[0.00203375,0.00006999272,0.00007725321,0.0002120477,0.000534313,0.000223128,0.00007961533,0.00007703947,0.000104719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705228,"about_ca_system_score_gemma":0.0001203819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115657,"about_ca_topic_score_gemma":0.0008433496,"domain_scores_codex":[0.9987709,0.0002174166,0.0001250582,0.0001047747,0.0002942506,0.0004875935],"domain_scores_gemma":[0.9992045,0.0004022044,0.00004814092,0.00007393703,0.0001631656,0.0001080478],"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":[0.000001736297,0.00006171972,0.02531154,0.000009621957,0.000132008,5.322359e-7,0.3892837,1.122145e-7,0.00001216982,0.5093156,0.07467604,0.001195323],"study_design_scores_gemma":[0.000171885,0.00001444042,0.01044457,0.000006247416,0.00004133497,3.798132e-7,0.4828799,8.547902e-7,0.00005597019,0.03564671,0.4705117,0.0002259645],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522056,0.01244326,0.0001270624,0.07598522,0.006617175,0.0004229975,0.00001506661,0.0002862543,0.3820469],"genre_scores_gemma":[0.9913303,0.0009049181,0.00004917415,0.0008043769,0.002061742,0.00002004776,0.000003513681,0.000007851297,0.004818035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4736688,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.257400209282307,"score_gpt":0.4420862408848081,"score_spread":0.1846860316025011,"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."}}