{"id":"W4319601423","doi":"10.1177/0192513x231155603","title":"How to Find Mr/Miss Right? The Mechanism of Search Among Online Daters in Shanghai","year":2023,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; National Natural Science Foundation of China","keywords":"Homophily; China; Psychology; Social psychology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072138,0.0001810224,0.0002600647,0.001146528,0.001038103,0.001691666,0.0004173949,0.0005164519,0.004673959],"category_scores_gemma":[0.00301013,0.0002640432,0.0002124538,0.0008629567,0.0008016095,0.0008685742,0.0007713344,0.0003414478,0.0003610906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177889,"about_ca_system_score_gemma":0.0005234892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01820349,"about_ca_topic_score_gemma":0.02179572,"domain_scores_codex":[0.9995889,0.0001887479,0.00001760246,0.00005504577,0.00004901945,0.0001006512],"domain_scores_gemma":[0.9985677,0.0005675502,0.0004488772,0.00009949011,0.0001072985,0.0002090758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002609025,0.0002088891,0.8935692,0.0001420127,0.00008847055,0.001470873,0.05437269,0.0004087386,0.003130202,0.008877935,0.0008857325,0.03658447],"study_design_scores_gemma":[0.00001746728,0.0001702852,0.9362525,0.00007525014,0.000104172,0.000723349,0.0536322,0.003002507,0.0004366126,0.002092102,0.00345382,0.00003975343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964064,0.0002015796,0.0002225197,0.0001293875,0.000003864872,0.000008893864,0.000027022,0.000004259947,0.002995974],"genre_scores_gemma":[0.9990339,0.0001133084,0.0001108082,0.00002415726,0.000002019066,0.000002780911,0.00001616816,0.000001473757,0.0006953655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01820349,"threshold_uncertainty_score":0.0361951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232519277502628,"score_gpt":0.3910962879837481,"score_spread":0.2678443602334853,"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."}}