{"id":"W4392122718","doi":"10.15173/m.v1i35.2202","title":"ForumSpace","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0009197567,0.00006795379,0.0001074064,0.00003741949,0.000495155,0.00000573464,0.0002281858,0.00006975972,0.004087989],"category_scores_gemma":[0.0001749525,0.00003987619,0.00002944796,0.0001740416,0.00002582319,0.0000625449,0.00005793524,0.0003436173,0.01438418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413472,"about_ca_system_score_gemma":0.001079938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378328,"about_ca_topic_score_gemma":0.00006122154,"domain_scores_codex":[0.9987928,0.0002421117,0.0001980557,0.0001097719,0.0001261674,0.0005311053],"domain_scores_gemma":[0.9987687,0.0004690353,0.00009454916,0.0004605794,0.00006037904,0.0001467061],"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":[0.000009031937,0.00003298986,0.04706036,0.0001084115,0.000007862508,3.578679e-8,0.0247008,5.528145e-7,0.0001494807,0.04254646,0.8839633,0.001420741],"study_design_scores_gemma":[0.0001322063,0.00001608784,0.04946098,0.00002542758,0.000003264859,6.070667e-7,0.0228085,0.00001548046,0.00001019791,0.0009435586,0.9265321,0.00005158638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7556461,0.0001027321,0.000008415148,0.1408833,0.006028064,0.0006081785,0.00000261638,0.00005155662,0.09666904],"genre_scores_gemma":[0.8502243,0.00002869186,0.00008517722,0.02647609,0.0017119,0.0001931353,0.000006085201,0.00001925206,0.1212554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144072,"threshold_uncertainty_score":0.9968224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836512463477316,"score_gpt":0.4799545947936126,"score_spread":0.4315894701588395,"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."}}