{"id":"W4248830547","doi":"10.20286/nova-jmbs","title":"Nova Journal of Medical and Biological Sciences","year":2016,"lang":"en","type":"paratext","venue":"Nova Journal of Medical and Biological Sciences","topic":"","field":"","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Library science; Computer science; Engineering","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":["insufficient_payload"],"category_scores_codex":[0.001895594,0.001058361,0.001143852,0.004994117,0.002216427,0.008438147,0.001024217,0.001757406,0.4270014],"category_scores_gemma":[0.01105378,0.0003209142,0.0003646704,0.004795643,0.001375557,0.003081501,0.002648265,0.002829045,0.3444679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090485,"about_ca_system_score_gemma":0.005893622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00898739,"about_ca_topic_score_gemma":0.01549716,"domain_scores_codex":[0.9985672,0.0001353557,0.0002610826,0.000130841,0.0007527483,0.000152685],"domain_scores_gemma":[0.9949462,0.000727332,0.0003428085,0.0005082533,0.002240223,0.001235285],"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":[0.0001386428,0.00005397139,0.0005130517,0.0005190925,0.000009448883,0.0001491113,0.00008320947,0.0001604748,0.0002739976,0.007472925,0.9046753,0.08595073],"study_design_scores_gemma":[0.000009263965,0.00001313676,0.00126263,0.0002764505,0.000002990594,0.00008767939,0.00006796313,0.00005116723,0.0001728832,0.001432497,0.9966155,0.000007913807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001690885,0.01239061,0.0005456356,0.01043083,0.03493128,0.0001555709,0.01875192,0.0004998503,0.9206035],"genre_scores_gemma":[0.008144389,0.01017483,0.0006892221,0.0009308776,0.003434167,0.0000925474,0.006561906,0.0003710085,0.969601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5729985,"threshold_uncertainty_score":0.8173129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247824618144645,"score_gpt":0.4208730790025029,"score_spread":0.1730484608578579,"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."}}