{"id":"W4413611165","doi":"10.64628/aam.ejgmwfvrq","title":"Does being smart and successful lower your chances of getting married?","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001970385,0.0002409011,0.0006946467,0.001114309,0.001528873,0.002611558,0.0005123653,0.002201414,0.01458501],"category_scores_gemma":[0.02199834,0.0003627648,0.0006553518,0.001194675,0.00201195,0.002175258,0.001117236,0.002589692,0.001593645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588695,"about_ca_system_score_gemma":0.0009549832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006016164,"about_ca_topic_score_gemma":0.009611958,"domain_scores_codex":[0.9988939,0.0003869919,0.00008498402,0.0001288471,0.0001804103,0.0003249064],"domain_scores_gemma":[0.9808125,0.00376693,0.006562607,0.001029834,0.001242684,0.006585497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003361229,0.0005294424,0.9567863,0.00008654789,0.0003649885,0.0002972173,0.003407756,0.00007093231,0.0002075912,0.003254291,0.005326175,0.02933263],"study_design_scores_gemma":[0.00004698539,0.0002827381,0.9750923,0.0001476089,0.0002144791,0.0003171933,0.01258303,0.0002223631,0.0001812384,0.005367294,0.005503956,0.00004074235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9675248,0.001200294,0.0001588877,0.02126149,0.0004448627,0.00001638433,0.0004543116,0.000009549252,0.008929445],"genre_scores_gemma":[0.9959699,0.000637175,0.0001304151,0.001379977,0.0002010894,0.000009599111,0.0001417316,0.000006027433,0.001524086],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01458501,"threshold_uncertainty_score":0.04879177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371453996601907,"score_gpt":0.3029579643966438,"score_spread":0.2792434244306247,"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."}}