{"id":"W2603492899","doi":"","title":"Refrigerator Graffiti @EmilyCarrU: A Critical (Auto)Ethno&graphic Re/view of Nomadic Subjectivities Within one Transnational Family","year":2017,"lang":"en","type":"article","venue":"Antistasis","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Graffiti; Sociology; Computer science; Gender studies; Visual arts; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001429637,0.0001896881,0.0004300311,0.0001741694,0.001573104,0.0003299402,0.0007584408,0.0001961423,0.0002879646],"category_scores_gemma":[0.001308436,0.0002053367,0.0001906048,0.0003222172,0.002505861,0.001022754,0.00006083688,0.0002264614,0.00002290931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000895142,"about_ca_system_score_gemma":0.0006604739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746059,"about_ca_topic_score_gemma":0.009310303,"domain_scores_codex":[0.9974563,0.0002970778,0.0004123396,0.0004093911,0.0009254882,0.000499448],"domain_scores_gemma":[0.9981589,0.0004623615,0.0002363066,0.0005848819,0.0003642404,0.0001932793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003303356,0.0003079853,0.01045113,0.0001004985,0.0001246566,0.00002885692,0.008308497,5.71158e-7,0.003129664,0.9709409,0.002866468,0.003707714],"study_design_scores_gemma":[0.005072725,0.0007621621,0.5791106,0.0009678171,0.0006625563,0.00002602449,0.04878892,0.0002674007,0.01986014,0.1241268,0.2173876,0.002967272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90272,0.0009546598,0.0006524256,0.02294898,0.001057789,0.0003678816,0.0002551274,0.000181888,0.07086129],"genre_scores_gemma":[0.9966052,0.000203586,0.002131262,0.0002981237,0.0002143722,0.00003103522,0.000009847517,0.0000242782,0.0004822545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8468141,"threshold_uncertainty_score":0.9997267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07377700770886571,"score_gpt":0.3698934734341642,"score_spread":0.2961164657252985,"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."}}