{"id":"W4245938744","doi":"10.3386/w27210","title":"Collateralized Marriage","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Collateralized debt obligation; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007195422,0.0001836952,0.0005204267,0.0005031604,0.0004065354,0.0001489193,0.0008258835,0.0005799804,0.001593162],"category_scores_gemma":[0.002400742,0.0002032726,0.0002148199,0.0003723556,0.0005664185,0.0001421721,0.0001830189,0.0006922267,0.0003675982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803184,"about_ca_system_score_gemma":0.01666657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283387,"about_ca_topic_score_gemma":0.004731332,"domain_scores_codex":[0.9949831,0.0005172325,0.0006474079,0.000523779,0.002794936,0.0005334867],"domain_scores_gemma":[0.9957779,0.000893503,0.0002858856,0.0002307104,0.002561612,0.000250412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004911461,0.0000564199,0.00714357,0.0001522384,0.0002328129,0.000009154548,0.002246634,0.0001005286,0.00003543173,0.6697745,0.3198858,0.0003138189],"study_design_scores_gemma":[0.0006088167,0.00007442359,0.004174509,0.00006894374,0.00002075998,0.000002764766,0.001932785,0.0002931631,0.000008307813,0.4315341,0.5609202,0.0003612271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003293246,0.0003692694,0.000003794873,0.002379932,0.001321557,0.0006277463,0.0002630217,0.00003125448,0.9917102],"genre_scores_gemma":[0.8691765,0.009305469,0.0004111819,0.0001139846,0.004506234,0.0001120929,0.000981283,0.00007665988,0.1153166],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8763936,"threshold_uncertainty_score":0.9993195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.369449112458768,"score_gpt":0.5288992137040535,"score_spread":0.1594501012452854,"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."}}