{"id":"W3206269911","doi":"10.3390/sexes2040033","title":"Four Problems in Sexting Research and Their Solutions","year":2021,"lang":"en","type":"article","venue":"Sexes","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Moral panic; Narrative; Conceptual framework; Focus (optics); Psychology; Computer science; Epistemology; Sociology; Social psychology; Engineering ethics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380259,0.00003439207,0.000061641,0.00004793195,0.0004103037,0.00005218489,0.00006828977,0.00005015226,0.00004620387],"category_scores_gemma":[0.0003290262,0.00003066083,0.000011743,0.000299951,0.0001727079,0.00006154482,0.00006414751,0.0001442587,0.00000927681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002925718,"about_ca_system_score_gemma":0.0002772748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009558399,"about_ca_topic_score_gemma":0.01961987,"domain_scores_codex":[0.9991055,0.0001856357,0.00007219193,0.0001372539,0.0001638833,0.0003355716],"domain_scores_gemma":[0.9995617,0.0002225709,0.00001083819,0.0000739338,0.00005988063,0.00007103508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002381092,0.0001312939,0.05673661,0.0000544322,0.00001399321,0.000026876,0.8624612,0.00001125445,0.009965803,0.02557814,0.003439489,0.04157849],"study_design_scores_gemma":[0.0002826222,0.00003756746,0.01759344,0.00007635038,0.000002254031,0.000005154006,0.7739797,0.00004555239,0.001138903,0.07113475,0.1355552,0.0001484815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952136,0.001647158,0.00003166433,0.003290321,0.0002084576,0.0001435892,0.000003233947,0.0000303741,0.09943158],"genre_scores_gemma":[0.9935277,0.0004467514,0.00009076497,0.00004125671,0.0001587515,0.00001243317,0.000001484926,0.000003566456,0.005717314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321157,"threshold_uncertainty_score":0.9982695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2659389661162072,"score_gpt":0.3932430000250889,"score_spread":0.1273040339088817,"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."}}