{"id":"W4240330473","doi":"10.1002/bbb.2051","title":"Cover Image, Volume 13, Issue 5","year":2019,"lang":"en","type":"paratext","venue":"Biofuels Bioproducts and Biorefining","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Western University","funders":"","keywords":"Cover (algebra); Fructose; Image (mathematics); Volume (thermodynamics); Corn starch; Starch; Art; Chemistry; Food science; Computer science; Artificial intelligence; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003017658,0.001816861,0.001116047,0.002379799,0.0009585886,0.004835593,0.001078025,0.00227646,0.7810261],"category_scores_gemma":[0.001478189,0.0004751074,0.0009230363,0.00190971,0.0006151235,0.002748349,0.001559152,0.002394499,0.6506124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061854,"about_ca_system_score_gemma":0.0006501603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150968,"about_ca_topic_score_gemma":0.003252596,"domain_scores_codex":[0.9996911,0.00001963963,0.00001293656,0.00004574867,0.0001882602,0.00004217706],"domain_scores_gemma":[0.9991199,0.000159262,0.0000642338,0.00005279431,0.0003302538,0.0002734912],"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":[0.00002280372,0.00001712789,0.00001759526,0.0001164609,0.000002042124,0.00004095485,0.000003083918,0.00002254624,0.0003713473,0.0003661339,0.9699216,0.02909823],"study_design_scores_gemma":[0.00001018674,0.00001906289,0.0002180205,0.00009134666,0.000002028412,0.0001137513,0.00001090317,0.0000703941,0.0001647895,0.0003298873,0.9989651,0.000004406887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003661932,0.005899489,0.0009202472,0.005236182,0.05240321,0.0002050507,0.00199553,0.001305469,0.9316687],"genre_scores_gemma":[0.0008484962,0.002271538,0.0002671151,0.001638036,0.008526588,0.00004186228,0.0008684947,0.0002186113,0.9853193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2189739,"threshold_uncertainty_score":0.3123396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088059047674685,"score_gpt":0.217436776246048,"score_spread":0.2065561857693012,"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."}}