{"id":"W2734451331","doi":"","title":"Tensions within Identity: Notes on How Criminalized Women Negotiate Identity through Addiction","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identity (music); Negotiation; Identity negotiation; Addiction; Criminology; Political science; Psychology; Gender studies; Sociology; Law; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000973054,0.000150081,0.0002172987,0.00006926314,0.0006073114,0.0001275854,0.0003009239,0.0001578017,0.000744189],"category_scores_gemma":[0.0009671866,0.0001365931,0.00009162995,0.0003128299,0.0002249378,0.00123953,0.00005939415,0.0001868037,0.0003619798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272663,"about_ca_system_score_gemma":0.000180252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350935,"about_ca_topic_score_gemma":0.004290712,"domain_scores_codex":[0.9981901,0.0001987025,0.0001992663,0.0003174904,0.0006242513,0.0004701956],"domain_scores_gemma":[0.9990837,0.0001160881,0.0001697157,0.0002817193,0.0001320724,0.0002167282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270668,0.0002390024,0.002660593,0.00001696171,0.00009527316,0.0000391025,0.8253124,7.273155e-7,0.0008483201,0.1590597,0.01030378,0.001297038],"study_design_scores_gemma":[0.003290624,0.0005387866,0.05863329,0.0001318628,0.0003869577,0.000008509488,0.4901858,0.00001302872,0.004626203,0.3462133,0.09491136,0.001060294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465299,0.00008489899,0.0006947374,0.0007169749,0.006020368,0.0003124585,0.00001101113,0.0002204348,0.04540928],"genre_scores_gemma":[0.9944286,0.0002270218,0.0006599107,0.0006273597,0.000605672,0.00003924044,0.00000899609,0.00001689125,0.003386252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351266,"threshold_uncertainty_score":0.8148347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410227192372421,"score_gpt":0.344354370682007,"score_spread":0.2033316514447649,"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."}}