{"id":"W4363678812","doi":"10.1007/s12119-023-10077-z","title":"Representations of Virgin Young Adult Men in Internet Macro Memes","year":2023,"lang":"en","type":"article","venue":"Sexuality & Culture","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Virginity test; Mainstream; Psychology; Social psychology; Sociology; Gender studies","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006494708,0.00008302834,0.0001588574,0.00005904827,0.00008818717,0.00002885165,0.0002364733,0.0001236243,0.0001606966],"category_scores_gemma":[0.0004882329,0.00007381305,0.00004879718,0.0005830303,0.0001629563,0.0001231046,0.0000579746,0.0001422363,0.00006645866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004435862,"about_ca_system_score_gemma":0.00008867172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01488893,"about_ca_topic_score_gemma":0.02561764,"domain_scores_codex":[0.998661,0.0002346671,0.000247005,0.000225644,0.0003693682,0.0002623532],"domain_scores_gemma":[0.9994808,0.00006383487,0.00007992752,0.0001769745,0.000111392,0.00008702101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001015413,0.00006648832,0.05884743,0.00003620306,0.00002490541,0.000009445326,0.8291721,0.000005106494,0.002024163,0.01536189,0.09348632,0.0009557466],"study_design_scores_gemma":[0.0004595487,0.00002935219,0.09806013,0.00003392602,0.00001931186,9.0289e-7,0.8576942,0.00003101856,0.001849178,0.005990246,0.03564295,0.0001892411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498882,0.0001034982,0.00002152785,0.003375054,0.0006270508,0.0003273118,0.00005375657,0.0001411581,0.1454624],"genre_scores_gemma":[0.9493346,0.0001810847,0.00009193847,0.0001356046,0.0001787978,0.00002401138,0.00007404662,0.000006374626,0.04997353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09944639,"threshold_uncertainty_score":0.9921623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176056741761559,"score_gpt":0.3785181337399067,"score_spread":0.3367575663222911,"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."}}