{"id":"W7110552258","doi":"","title":"","year":2018,"lang":"en","type":"report","venue":"Repositori digital de la UPF (Universitat Pompeu Fabra)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Socioeconomic status; Mortality rate; Contrast (vision); Focus (optics); Social inequality","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.003833596,0.004571342,0.004700287,0.00404395,0.002520622,0.008249189,0.005934577,0.005827781,0.0001217264],"category_scores_gemma":[0.003459709,0.00558575,0.003940031,0.004831966,0.003965039,0.01213412,0.004123268,0.00463844,0.002471841],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02415555,"about_ca_system_score_gemma":0.01327023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191502,"about_ca_topic_score_gemma":0.0001217667,"domain_scores_codex":[0.9738936,0.001477775,0.002765407,0.006041238,0.01053982,0.00528209],"domain_scores_gemma":[0.9757477,0.00283574,0.004830594,0.00593027,0.00716777,0.003487902],"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":[0.002621259,0.002987765,0.06903337,0.002013364,0.01059552,0.06471919,0.006653847,0.0001430535,0.009996676,0.002687768,0.8223496,0.006198594],"study_design_scores_gemma":[0.004268087,0.001765352,0.02259969,0.002647523,0.003260556,0.02922039,0.006310734,0.0001793055,0.002092547,0.001464732,0.9189931,0.007198063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2418875,0.002051386,0.0009921585,0.0003261965,0.01051438,0.002304594,0.005089282,0.005157141,0.7316773],"genre_scores_gemma":[0.9047455,0.0005086405,0.002117889,0.0001108151,0.01321386,0.00007340437,0.004563755,0.002471709,0.07219442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6628579,"threshold_uncertainty_score":0.9994438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440674083815235,"score_gpt":0.2817886255066508,"score_spread":0.2673818846684984,"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."}}