{"id":"W4283712186","doi":"10.3167/ghs.2022.150203","title":"Precarious Girls and (Cruel) Optimism","year":2022,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cruelty; Optimism; Narrative; Fantasy; Psychology; Qualitative research; Social psychology; Neoliberalism (international relations); Gender studies; Developmental psychology; Sociology; Criminology; Social 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":[0.00353558,0.0002985547,0.0004394278,0.0009720321,0.005094238,0.004583364,0.000776778,0.001166769,0.003296307],"category_scores_gemma":[0.01057112,0.0003206637,0.0001628795,0.0006011924,0.01298091,0.002773257,0.00461614,0.002971441,0.0001862368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824507,"about_ca_system_score_gemma":0.001833322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857716,"about_ca_topic_score_gemma":0.005072497,"domain_scores_codex":[0.9970048,0.001881473,0.0001133329,0.0002568886,0.0003814557,0.0003620684],"domain_scores_gemma":[0.9930775,0.004489296,0.00119621,0.0002547199,0.0002132566,0.0007691051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002668588,0.0000176074,0.01300831,0.00008693095,0.000006493598,0.0009756309,0.9677239,0.00002662649,0.0005750725,0.01310946,0.0005945198,0.003848709],"study_design_scores_gemma":[0.000005933054,0.00002413919,0.006953552,0.0001264392,0.00000631421,0.0006578181,0.9745646,0.00003347025,0.0003393014,0.003044042,0.01423135,0.0000131265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775278,0.0008939327,0.0003621577,0.005694966,0.00007119285,0.00002599435,0.00006473583,0.000007374681,0.01535184],"genre_scores_gemma":[0.9982719,0.0002905166,0.00007225518,0.0003097911,0.00001109618,0.00001186884,0.000009884483,0.000005021548,0.001017682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005094238,"threshold_uncertainty_score":0.01869816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08297576379888474,"score_gpt":0.3700919626794943,"score_spread":0.2871161988806096,"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."}}