{"id":"W4410451624","doi":"10.5376/tgmb.2024.14.0024","title":"Application Potential and Technical Challenges of &lt;i&gt;Agave&lt;/i&gt; in Bioethanol Production","year":2024,"lang":"en","type":"article","venue":"Tree Genetics and Molecular Breeding","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agave; Biofuel; Production (economics); Environmental science; Engineering; Waste management; Economics; Biology; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0003790003,0.0004090432,0.0001780023,0.0004211682,0.000351962,0.0009808999,0.0005171706,0.0005398662,0.00161162],"category_scores_gemma":[0.000241058,0.0001498687,0.0003592101,0.0005732789,0.0002431445,0.0008563595,0.0007495511,0.000599483,0.0009320377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414855,"about_ca_system_score_gemma":0.0003719713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579981,"about_ca_topic_score_gemma":0.002985029,"domain_scores_codex":[0.9998068,0.00002752283,0.000009498383,0.00003485279,0.00008252036,0.0000387739],"domain_scores_gemma":[0.9998841,0.00001416042,0.00001826181,0.00001256391,0.00004592411,0.00002500356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004627678,0.0000370769,0.0005708549,0.0001102871,0.000004747187,0.0001649552,0.00003116975,0.0005215264,0.975811,0.000534028,0.000148354,0.02201965],"study_design_scores_gemma":[0.000004408565,0.00028195,0.003068875,0.00006668755,0.00002975184,0.0004670986,0.0002806566,0.004435042,0.9537314,0.000724525,0.03689108,0.00001850317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9335901,0.006638485,0.03034876,0.001247954,0.0000953118,0.00007943551,0.0004030302,0.0003445111,0.02725239],"genre_scores_gemma":[0.9530219,0.006880826,0.03154117,0.0002112875,0.00002313424,0.00004878759,0.0005615675,0.00007089243,0.007640304],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00161162,"threshold_uncertainty_score":0.005391419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322528115301063,"score_gpt":0.2588837882601626,"score_spread":0.2356585071071519,"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."}}