{"id":"W4234275448","doi":"10.22584/nr46.2017.032","title":"Prospect","year":2017,"lang":"en","type":"article","venue":"The Northern Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009968519,0.0001230616,0.0002514613,0.000006185497,0.0005444429,0.00008188291,0.001197902,0.00001528193,0.0007988496],"category_scores_gemma":[0.0003769476,0.00006221571,0.0001284149,0.00004808676,0.0001472504,0.00009822219,0.0001482742,0.0001228891,0.09100697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003278561,"about_ca_system_score_gemma":0.00002953384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009373105,"about_ca_topic_score_gemma":0.0007389642,"domain_scores_codex":[0.9991611,0.00009220508,0.000174422,0.0001589034,0.000214892,0.0001984402],"domain_scores_gemma":[0.9973378,0.00002036961,0.0003073085,0.002228119,0.00006349494,0.00004290364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002363966,0.000146824,0.1767524,0.003878188,0.0002130478,0.00004289914,0.0002912206,0.000001246498,0.000470881,0.004310932,0.09795769,0.715911],"study_design_scores_gemma":[0.0001434376,0.00001624022,0.04100011,0.002940184,0.0001496599,0.00002856329,0.000002150987,0.000003330781,0.00004980072,0.00110791,0.9543849,0.0001737338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06572667,0.6665667,0.000006096331,0.01425729,0.0002809738,0.002904567,0.00003612294,0.0003548764,0.2498668],"genre_scores_gemma":[0.8630048,0.1006819,0.000114985,0.003874455,0.0007039834,0.0003645945,0.00001091625,0.0002977392,0.03094657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8564272,"threshold_uncertainty_score":0.9097008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05098057033694977,"score_gpt":0.3395474212343623,"score_spread":0.2885668508974125,"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."}}