{"id":"W4212979868","doi":"10.1177/10778004221077706","title":"Glasses You Put On","year":2022,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Poetry; Oppression; Privilege (computing); Silence; Racism; Sociology; Constructive; Gender studies; Aesthetics; Literature; Art; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002201517,0.000121011,0.0001651568,0.0001187256,0.001228028,0.00004763083,0.0003016316,0.00004293117,0.001435984],"category_scores_gemma":[0.0003991756,0.0001242337,0.00009592509,0.0003954081,0.0003806361,0.0001358237,0.0001144081,0.0002273318,0.000261304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724837,"about_ca_system_score_gemma":0.0003274825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096809,"about_ca_topic_score_gemma":0.000130826,"domain_scores_codex":[0.9966285,0.001657909,0.0002352056,0.0002927107,0.0008256334,0.0003600701],"domain_scores_gemma":[0.9988708,0.000674786,0.0001084466,0.0001556609,0.00007348839,0.0001168451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003493233,0.00009990286,0.0001084523,0.000003648554,0.00002557675,0.000015351,0.8373285,0.00001495193,0.00001283642,0.0600654,0.09990247,0.00238797],"study_design_scores_gemma":[0.000136619,0.000118694,0.0008376536,0.000004204491,0.000003278699,3.426759e-7,0.5365465,0.000001555415,0.00002365185,0.01117859,0.4510201,0.0001289065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095393,0.0008523632,0.001062317,0.01020313,0.004447953,0.0004601622,0.00005700219,0.0003100278,0.07306767],"genre_scores_gemma":[0.983856,0.00004939652,0.0005958384,0.00193937,0.000539424,0.0001464406,0.00001652076,0.0000173545,0.01283965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511176,"threshold_uncertainty_score":0.9994769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173583329318552,"score_gpt":0.4266334135796717,"score_spread":0.3092750806478165,"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."}}