{"id":"W4236976053","doi":"10.1002/bbb.1754","title":"Cover Image, Volume 11, Issue 1","year":2017,"lang":"en","type":"paratext","venue":"Biofuels Bioproducts and Biorefining","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cover (algebra); Image (mathematics); Volume (thermodynamics); Stover; Business; Computer science; Geography; Engineering; Forestry; Artificial intelligence; Crop","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":[0.00027953,0.001073547,0.0007427428,0.001604627,0.001251648,0.005193599,0.0009070137,0.001593804,0.8529825],"category_scores_gemma":[0.001936075,0.000333997,0.0006303985,0.001740093,0.000496656,0.00283058,0.001774026,0.002102334,0.7660428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029,"about_ca_system_score_gemma":0.0007768779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003352797,"about_ca_topic_score_gemma":0.008120287,"domain_scores_codex":[0.9996839,0.00001870891,0.000008068211,0.00004347423,0.0002039493,0.00004200643],"domain_scores_gemma":[0.9989901,0.0001300717,0.0000409301,0.00007045953,0.0005305082,0.000237893],"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":[0.000005913972,0.000005737481,0.00001280355,0.0000253839,4.157546e-7,0.00000851897,0.000003050541,0.000008056981,0.00005959722,0.0002498318,0.9915746,0.008046128],"study_design_scores_gemma":[0.000004621154,0.000006263784,0.0001660407,0.00004277329,8.441517e-7,0.00003065995,0.0000213528,0.00004370489,0.0000477984,0.0002243294,0.9994092,0.00000244092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00023577,0.00102365,0.0004204959,0.003546427,0.01866285,0.0001391119,0.00330277,0.001107516,0.9715614],"genre_scores_gemma":[0.0006749096,0.0006068142,0.0001487154,0.0008573728,0.002374301,0.00002958013,0.00132639,0.0002930199,0.9936888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1470175,"threshold_uncertainty_score":0.2097027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763318678872084,"score_gpt":0.237543252714768,"score_spread":0.2199100659260471,"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."}}