{"id":"W3015480190","doi":"10.1177/1948550619897157","title":"A Prospective Investigation of the Decision to Open Up a Romantic Relationship","year":2020,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"","keywords":"Romance; Psychology; Sexual relationship; Social psychology; Interpersonal relationship; Quality (philosophy); Developmental psychology; Human sexuality; Gender studies; Epistemology; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001795123,0.00005659254,0.0001055625,0.00002092098,0.001870278,0.0001569274,0.0006384202,0.0000719737,0.00009399549],"category_scores_gemma":[0.004272501,0.00003807074,0.00003018003,0.001564337,0.00155701,0.0002865673,0.0002006974,0.0001610479,0.00001230845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003481704,"about_ca_system_score_gemma":0.0001304308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777634,"about_ca_topic_score_gemma":0.0003123007,"domain_scores_codex":[0.9985411,0.0002809733,0.0001566584,0.0003243278,0.0005328766,0.0001640706],"domain_scores_gemma":[0.9992327,0.0002895221,0.00007548813,0.0000798383,0.0001280686,0.0001943437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006613355,0.00002189401,0.586876,0.000004381049,0.000002085573,2.711821e-7,0.1306743,6.728715e-7,0.0007923225,0.2771853,0.001003858,0.003372826],"study_design_scores_gemma":[0.0001248934,0.00006221249,0.9143043,0.000006281477,0.000004054389,1.865378e-7,0.005019976,0.00001495234,0.00001222627,0.07987799,0.0005167275,0.00005627301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519545,0.00001028714,0.0002017477,0.03162967,0.0001196512,0.0004698342,0.000005553189,0.00001407853,0.0155947],"genre_scores_gemma":[0.9969791,0.000001193548,0.0004040605,0.002251029,0.0001023848,0.00001128219,3.59672e-7,0.000001537903,0.0002490376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3274283,"threshold_uncertainty_score":0.9994292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3032095523688389,"score_gpt":0.4594570542521974,"score_spread":0.1562475018833585,"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."}}