{"id":"W3166128194","doi":"10.1177/10693971211021816","title":"Reasons of Singles for Being Single: Evidence from Brazil, China, Czech Republic, Greece, Hungary, India, Japan and the UK","year":2021,"lang":"en","type":"article","venue":"Cross-Cultural Research","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Flirting; Czech; China; Demography; Psychology; Geography; Demographic economics; Political science; Social psychology; Sociology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.00410932,0.0002734582,0.0005764653,0.001797264,0.00136271,0.001542773,0.0006486523,0.0004227355,0.002981551],"category_scores_gemma":[0.01562733,0.0003199799,0.0006290672,0.002223461,0.001740369,0.0008739837,0.001636747,0.0006105333,0.0001822083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079023,"about_ca_system_score_gemma":0.001644223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0679083,"about_ca_topic_score_gemma":0.126575,"domain_scores_codex":[0.9975927,0.0007630851,0.0003380733,0.0003071369,0.0006178562,0.0003811243],"domain_scores_gemma":[0.9848477,0.004765511,0.005898959,0.0009053221,0.002156175,0.001426238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138134,0.00003739636,0.9484268,0.0004043588,0.0002145534,0.0004666964,0.02981411,0.00002949475,0.0001890805,0.0005878666,0.0007252648,0.01899053],"study_design_scores_gemma":[0.000007527709,0.00003355963,0.9587686,0.0003663427,0.00006285209,0.0004090261,0.03811952,0.00005357997,0.00007834917,0.00008564717,0.001999814,0.00001519921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956334,0.001415744,0.00005524732,0.0003564554,0.00002596814,0.00001398947,0.0001438511,0.000001315798,0.002354102],"genre_scores_gemma":[0.9985384,0.00105783,0.00004654212,0.00009347552,0.000006428337,0.000006378901,0.00008641084,0.000003082859,0.000161486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0679083,"threshold_uncertainty_score":0.135026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359651160971897,"score_gpt":0.4780838937174742,"score_spread":0.3421187776202845,"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."}}