{"id":"W127550433","doi":"10.2172/766194","title":"Biomass Commercialization Prospects the Next 2 to 5 Years; BIOMASS COLLOQUIES 2000","year":2000,"lang":"en","type":"report","venue":"","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Biomass (ecology); Renewable energy; Business; Agricultural economics; Agriculture; Oak Ridge National Laboratory; Quarter (Canadian coin); Agricultural science; Engineering; Environmental science; Marketing; Economics; Geography; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002579595,0.000858793,0.0001611177,0.001391392,0.001228194,0.003580536,0.0006471438,0.001598291,0.01355348],"category_scores_gemma":[0.002154477,0.0002249942,0.0001917545,0.001413281,0.0002173827,0.001796741,0.001556703,0.001390414,0.003818281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003847073,"about_ca_system_score_gemma":0.00257116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227184,"about_ca_topic_score_gemma":0.02808163,"domain_scores_codex":[0.9991025,0.00007026547,0.00004528846,0.00009389619,0.0005077854,0.0001804393],"domain_scores_gemma":[0.9984815,0.0002140219,0.0002280639,0.00007532146,0.0006771573,0.0003240149],"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":[0.001145794,0.0009862841,0.02553366,0.0008398707,0.00003514894,0.001520299,0.001542433,0.002413424,0.02063672,0.0120495,0.6545055,0.2787913],"study_design_scores_gemma":[0.00002847113,0.0002382027,0.04023662,0.0001418531,0.000008492417,0.0001993496,0.0009636201,0.0007539991,0.006453105,0.0007191739,0.9502305,0.00002657278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3585057,0.04091314,0.008885155,0.02453727,0.01045022,0.001281068,0.03043552,0.0007849247,0.524207],"genre_scores_gemma":[0.406611,0.02189036,0.007041158,0.00336853,0.001035569,0.000891965,0.03211632,0.0002330777,0.5268121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01355348,"threshold_uncertainty_score":0.0453409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453322627470052,"score_gpt":0.2555415815756194,"score_spread":0.2210083553009189,"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."}}