{"id":"W7162629877","doi":"10.59236/emro.v24i8a7835","title":"Grey Area","year":2022,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College","funders":"","keywords":"Narrative; Transphobia; Mainstream; Power (physics); Social constructionism","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001845838,0.0002648468,0.0005830094,0.0001461797,0.002364294,0.00008874031,0.0007806135,0.00004920385,0.01672471],"category_scores_gemma":[0.002364365,0.0002700389,0.0003318808,0.001114958,0.0001434754,0.000201473,0.0004454913,0.0005157517,0.0006650574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004842736,"about_ca_system_score_gemma":0.001442267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007089247,"about_ca_topic_score_gemma":0.003262516,"domain_scores_codex":[0.9960557,0.0008813921,0.0008527332,0.0005329197,0.001175908,0.0005013229],"domain_scores_gemma":[0.9983625,0.0002721784,0.0004729317,0.0003596674,0.0002515538,0.0002812153],"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":[0.00000718383,0.001712309,0.004605823,0.0001069142,0.00006586273,0.000001391525,0.03316513,0.00000950181,0.000004206317,0.006964075,0.9265996,0.02675796],"study_design_scores_gemma":[0.000158261,0.00004219277,0.01483761,0.00005835797,0.00009695943,0.000004080261,0.04341178,0.00001375554,2.074832e-7,0.007111023,0.9340005,0.0002653065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02050998,0.3397531,0.000007034252,0.6131177,0.02028471,0.001321808,0.0006908152,0.00002553258,0.004289363],"genre_scores_gemma":[0.3977287,0.5135298,0.002139734,0.01169539,0.01559693,0.001217039,0.001811638,0.00006188032,0.05621879],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6014223,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114034551821283,"score_gpt":0.3752659565056976,"score_spread":0.2612314046844146,"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."}}