{"id":"W2913782356","doi":"10.2196/10695","title":"Google for Sexual Relationships: Mixed-Methods Study on Digital Flirting and Online Dating Among Adolescent Youth and Young Adults","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"David and Lucile Packard Foundation","keywords":"Flirting; Psychology; Young adult; Sexual behavior; Developmental psychology; Computer science; Social psychology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005292211,0.000304974,0.0006235325,0.0001608738,0.001561331,0.00007551222,0.0001048467,0.0001846905,0.000005698479],"category_scores_gemma":[0.001991521,0.0002479763,0.00002421787,0.0002683593,0.0001081256,0.000360653,0.0002097941,0.00104236,0.000006322046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295547,"about_ca_system_score_gemma":0.0004197976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001937371,"about_ca_topic_score_gemma":0.0003573074,"domain_scores_codex":[0.9948634,0.001850326,0.0009904098,0.001019974,0.0002653791,0.001010519],"domain_scores_gemma":[0.9968465,0.001100134,0.0005960428,0.0004142622,0.0002307527,0.0008123299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646849,0.0004415457,0.9185378,0.001455103,0.00001333721,3.901414e-7,0.02315774,5.40444e-7,0.000002257734,0.00007642381,0.0002893483,0.05586081],"study_design_scores_gemma":[0.001882244,0.0009379357,0.8276867,0.0001761555,9.731461e-7,0.000002277865,0.1658816,0.0007212362,5.910659e-8,0.00001827234,0.002475426,0.0002171177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898281,0.0004947064,0.0007703931,0.00241721,0.0007434689,0.005144107,0.000288911,0.000130749,0.0001823663],"genre_scores_gemma":[0.9966524,0.00005505538,0.0006986269,0.0008464031,0.0004938928,0.0001534738,0.0003184741,0.00004839851,0.0007332971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427239,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419323654748926,"score_gpt":0.4551637660954016,"score_spread":0.313231400620509,"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."}}