{"id":"W4393434837","doi":"10.21203/rs.3.rs-4178899/v1","title":"Covariate Shocks, Women’s Bargaining Power, and Household Vulnerability","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Covariate; Vulnerability (computing); Bargaining power; Economics; Power (physics); Demographic economics; Econometrics; Microeconomics; Computer science; Computer security","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":[0.001623807,0.0001905793,0.0002641691,0.0004177779,0.0003673711,0.0007782843,0.0003187125,0.0006010566,0.01034197],"category_scores_gemma":[0.009648554,0.0001121588,0.0001928094,0.0007785373,0.0009683297,0.0004756575,0.0007620146,0.0004975332,0.0003052343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799401,"about_ca_system_score_gemma":0.0002757869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698972,"about_ca_topic_score_gemma":0.002078402,"domain_scores_codex":[0.9993901,0.0003226824,0.00002237144,0.00008876458,0.00007561827,0.0001003261],"domain_scores_gemma":[0.994715,0.003247644,0.00149148,0.0002690729,0.00009894364,0.000177882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004649254,0.0003362594,0.9002147,0.0001004647,0.0001769936,0.000394069,0.001805224,0.03422489,0.003613001,0.02374431,0.001187311,0.03373776],"study_design_scores_gemma":[0.00004564544,0.0006010859,0.9225225,0.00004452814,0.00005721853,0.0001177471,0.005824791,0.03235673,0.001591331,0.03374997,0.003051317,0.00003697231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952058,0.00007458169,0.001957133,0.0003300347,0.000006403798,0.00002110215,0.0003040068,0.000006747831,0.00209416],"genre_scores_gemma":[0.99928,0.00003305132,0.0001746567,0.00001832125,0.000003716562,0.00001151784,0.00005514412,6.430661e-7,0.0004230465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034197,"threshold_uncertainty_score":0.03459734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105055716202803,"score_gpt":0.404436608340712,"score_spread":0.299380892137909,"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."}}