{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3541477,0.002967173,0.004343477,0.01619487,0.01450178,0.02229164,0.01112807,0.01949393,0.007869209],"category_scores_gemma":[0.4091562,0.003119617,0.002754911,0.02287688,0.09730781,0.05441146,0.02504218,0.0268156,0.002400663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01913922,"about_ca_system_score_gemma":0.02766109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010387,"about_ca_topic_score_gemma":0.009877565,"domain_scores_codex":[0.6659279,0.2246042,0.03323571,0.02620729,0.04521606,0.004808906],"domain_scores_gemma":[0.3563244,0.5532858,0.02680681,0.02333198,0.0339234,0.006327701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002198093,0.0002432406,0.01629488,0.009453634,0.0002144491,0.0006959565,0.08125223,0.0004809981,0.0002312432,0.5119069,0.0471412,0.3318655],"study_design_scores_gemma":[0.00008555876,0.000139992,0.004280744,0.02103309,0.000115033,0.00137401,0.09418055,0.00112212,0.0004602401,0.7108634,0.166051,0.0002941499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006117254,0.08868533,0.02993528,0.8610455,0.004815426,0.000276692,0.0002033709,0.0002156311,0.008705565],"genre_scores_gemma":[0.2687522,0.2153738,0.2105937,0.2695242,0.01727153,0.007293644,0.0005470171,0.0007831056,0.009860815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3541477,"threshold_uncertainty_score":0.7964509,"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."}}