{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009252359,0.0006680548,0.0005331963,0.001165318,0.00115544,0.003733657,0.001005875,0.003335726,0.3348335],"category_scores_gemma":[0.003855678,0.000256553,0.0006083658,0.0007319605,0.000851364,0.002830291,0.002098955,0.003901683,0.2371317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101398,"about_ca_system_score_gemma":0.002320926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522289,"about_ca_topic_score_gemma":0.003941887,"domain_scores_codex":[0.9995479,0.00007744337,0.00001668492,0.00006635919,0.0002137813,0.00007783275],"domain_scores_gemma":[0.9985582,0.0002559243,0.00006251009,0.0001316672,0.0004049521,0.0005867086],"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":[0.00001892523,0.00001177035,0.00003099225,0.00007579482,0.000001695397,0.00002427995,0.00001048801,0.00001489262,0.00005846038,0.003140339,0.9587699,0.03784237],"study_design_scores_gemma":[0.000005067115,0.000007388953,0.00007367165,0.00008406927,0.000001446377,0.00003129591,0.0000204094,0.000007173827,0.00001594176,0.001097692,0.998654,0.000001840876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005477849,0.0672636,0.001010201,0.1023903,0.236569,0.0001171919,0.0006702128,0.0005602338,0.5908715],"genre_scores_gemma":[0.003346186,0.02208797,0.000423509,0.05873284,0.04579473,0.00006558021,0.0004570502,0.0001310566,0.868961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6651665,"threshold_uncertainty_score":0,"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."}}