{"id":"W7111596903","doi":"","title":"England","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","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":[0.0001155509,0.0001140647,0.0001159922,0.000716645,0.0001476863,0.00002318776,0.0002924326,0.00007581039,0.000326003],"category_scores_gemma":[0.00004539117,0.0001342168,0.00008387995,0.002739699,0.00004953584,0.000169419,0.0001571966,0.0001343405,0.01789057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291481,"about_ca_system_score_gemma":0.00004689523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385897,"about_ca_topic_score_gemma":0.00003666327,"domain_scores_codex":[0.9990896,0.00006130285,0.00006175375,0.0002474561,0.000191568,0.000348332],"domain_scores_gemma":[0.9994711,0.0000526829,0.00004422519,0.0002586424,0.00004028489,0.0001330663],"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":[0.0008502667,0.0003612625,0.1978205,0.0001594907,0.000603841,0.01173359,0.002672807,0.003964061,0.03008424,0.4424166,0.3031874,0.006145966],"study_design_scores_gemma":[0.001124102,0.0000184473,0.02110929,0.00001175265,0.00003813264,0.000007389316,0.0003003501,0.0004373882,0.0002816084,0.0003797806,0.9761112,0.0001805139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431639,0.00002126755,0.00008381565,0.0003701126,0.0002788892,0.0001491712,0.0001164929,0.001192574,0.1546238],"genre_scores_gemma":[0.9166881,0.00002877769,0.00003980862,0.00003637475,0.0001283419,2.21714e-7,0.0000730234,0.00004107718,0.08296427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6729239,"threshold_uncertainty_score":0.9828741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662041907725892,"score_gpt":0.1999001063978681,"score_spread":0.1832796873206092,"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."}}