{"id":"W3173051548","doi":"10.1177/00113921211017605","title":"A method to analyze invisibility: Navigating the dissonance between woke and safe","year":2021,"lang":"en","type":"article","venue":"Current Sociology","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Invisibility; Construct (python library); Sociology; Power (physics); Human sexuality; Epistemology; Social psychology; Gender studies; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01330165,0.001045067,0.0007768535,0.008189485,0.00516153,0.007941889,0.002022411,0.001766784,0.01246498],"category_scores_gemma":[0.03150071,0.0006697525,0.0009592624,0.004630841,0.0150838,0.008921944,0.008863347,0.003450558,0.001871405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413549,"about_ca_system_score_gemma":0.004273287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306557,"about_ca_topic_score_gemma":0.006504322,"domain_scores_codex":[0.9920677,0.004947792,0.0003035367,0.001061506,0.001293674,0.0003257781],"domain_scores_gemma":[0.9794245,0.01490143,0.001376679,0.002154714,0.00164278,0.0004999434],"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":[0.0001792807,0.0001501552,0.005972711,0.0009494098,0.00005400666,0.0005901461,0.3059716,0.0005240942,0.006742093,0.53747,0.01025482,0.1311417],"study_design_scores_gemma":[0.0001157544,0.0001621715,0.006638512,0.001290863,0.00006202079,0.0009571498,0.2128235,0.008967099,0.004842788,0.4819565,0.2819968,0.0001868285],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05261382,0.0009624715,0.8505142,0.003150584,0.0005869773,0.001546269,0.0007522859,0.0007631463,0.0891102],"genre_scores_gemma":[0.2382585,0.000665116,0.735697,0.001018721,0.0001228179,0.005699071,0.0005660024,0.0006030784,0.01736969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01330165,"threshold_uncertainty_score":0.07034671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183837981045248,"score_gpt":0.4342064075786685,"score_spread":0.382368027768216,"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."}}