{"id":"W6983522988","doi":"","title":"Mortality in the United States’ border regions : a closer look at the U.S.-Mexico and U.S.-Canada borders","year":2022,"lang":"en","type":"dissertation","venue":"University of Lisbon Repository (University of Lisbon)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Government (linguistics); Immigration; Margin (machine learning)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005844677,0.0002533796,0.0006156281,0.0003530233,0.001098451,0.0000290114,0.0009621768,0.0001633297,0.002476079],"category_scores_gemma":[0.00002473115,0.0002929417,0.0002253043,0.0004933607,0.0005473319,0.0002316625,0.0003597555,0.0003990513,0.00002577695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730258,"about_ca_system_score_gemma":0.0002577741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6856532,"about_ca_topic_score_gemma":0.6221374,"domain_scores_codex":[0.9984168,0.0001204915,0.0003586029,0.0006237008,0.0001862379,0.0002941171],"domain_scores_gemma":[0.9979604,0.0001876689,0.001011243,0.0006628878,0.0001024455,0.0000753465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008587881,0.0004859729,0.1792183,0.0005229908,0.001391925,0.0004554662,0.09005404,0.001938641,0.00001979129,0.02297687,0.7019365,0.0001406576],"study_design_scores_gemma":[0.0007437418,0.00004984535,0.09652084,0.00003849351,0.0001366118,0.000004231916,0.2453121,0.0002906827,0.000003982249,0.0002197868,0.6563605,0.0003191756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8495975,0.0009193533,0.000009380012,0.0009290464,0.0009144431,0.0003931503,0.0008788988,0.00001571516,0.1463426],"genre_scores_gemma":[0.3616795,0.002601052,0.00006236426,0.0002551709,0.00003093518,6.9834e-7,0.001183832,0.00003072827,0.6341557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4879179,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486143366451555,"score_gpt":0.195873291974196,"score_spread":0.1810118583096804,"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."}}