{"id":"W3122934544","doi":"10.34989/swp-2017-45","title":"Identification of Random Resource Shares in Collective Households Without Preference Similarity Restrictions","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Bank of Canada","funders":"","keywords":"Revealed preference; Consumption (sociology); Poverty; Preference; Identification (biology); Economics; Resource (disambiguation); Inequality; Distribution (mathematics); Resource distribution; Similarity (geometry); Econometrics; Microeconomics; Resource allocation; Economic growth; Computer science; Mathematics","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":[0.003944629,0.0003603562,0.001085603,0.000774733,0.0005748273,0.001140554,0.001120199,0.0007476984,0.004478752],"category_scores_gemma":[0.01741024,0.0003938255,0.0008289922,0.001356859,0.001591738,0.001884825,0.00162603,0.0008325415,0.0002815424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018269,"about_ca_system_score_gemma":0.0005521249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007567945,"about_ca_topic_score_gemma":0.007176009,"domain_scores_codex":[0.9983821,0.0008497487,0.00006756524,0.0003454812,0.0001314367,0.000223694],"domain_scores_gemma":[0.99053,0.00539741,0.001615725,0.001956329,0.0002805779,0.0002200371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005996814,0.0003872281,0.4403235,0.000221208,0.0005627971,0.001131607,0.003117184,0.2232055,0.004029316,0.269588,0.002182245,0.0546517],"study_design_scores_gemma":[0.0000883049,0.0001833563,0.1123934,0.00009290141,0.00009414452,0.0004324045,0.002487732,0.7184303,0.002507784,0.1603733,0.002847698,0.00006861523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739314,0.00008879578,0.1226421,0.0001593796,0.00000552224,0.00008246375,0.0005015988,0.00004016387,0.0025486],"genre_scores_gemma":[0.9913257,0.00004748093,0.007228341,0.00002197904,0.000004979573,0.00005527042,0.0002711965,0.000006187175,0.001038822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007567945,"threshold_uncertainty_score":0.02086145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308069339559325,"score_gpt":0.3390001408396842,"score_spread":0.2659194474440909,"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."}}