{"id":"W4253688893","doi":"10.18331/brj2016.3.3.1","title":"Editorial Board","year":2016,"lang":"en","type":"paratext","venue":"Biofuel Research Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001955568,0.000335445,0.000347801,0.0008197338,0.0004210132,0.0004269651,0.0007505823,0.001038415,0.01539532],"category_scores_gemma":[0.0001591506,0.0002351771,0.0002326027,0.0003334255,0.0002657066,0.0002456752,0.0001590112,0.003822131,0.05808024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006077937,"about_ca_system_score_gemma":0.0004217958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008805625,"about_ca_topic_score_gemma":8.519515e-7,"domain_scores_codex":[0.9960555,0.0002798457,0.0004318263,0.0003544544,0.001837992,0.00104033],"domain_scores_gemma":[0.9980759,0.0001014723,0.00007485046,0.0004120301,0.0007800576,0.0005557095],"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":[0.00005281487,0.00001796579,0.000002279712,0.0003322227,0.00007878158,0.00001157574,0.00001992772,0.000002880383,0.00701459,0.000003319004,0.9824888,0.009974817],"study_design_scores_gemma":[0.0005432593,0.0001163071,0.000003454262,0.0002254657,0.000007054338,0.00005936585,0.00003394118,0.000010106,0.003028268,0.000263523,0.995393,0.0003162914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001719397,0.01084935,0.0002728526,0.001377234,0.7875909,0.0003330742,0.0001538014,0.0001358432,0.199115],"genre_scores_gemma":[0.0007388309,0.04289578,0.0001238915,0.00002310131,0.6897391,0.00001432788,0.00003082492,0.000115643,0.2663185],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09785175,"threshold_uncertainty_score":0.9984761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464233972139836,"score_gpt":0.330566892293123,"score_spread":0.2859245525717247,"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."}}