{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002468622,0.0003158263,0.0002997876,0.0002503809,0.0001067342,0.0001781729,0.0002896499,0.0004035751,0.002048066],"category_scores_gemma":[0.00002259003,0.0002341829,0.0001205443,0.0006771979,0.00006252126,0.0001107168,0.00006018487,0.0002202925,0.0009597335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151107,"about_ca_system_score_gemma":0.0001793093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005313747,"about_ca_topic_score_gemma":0.00006561745,"domain_scores_codex":[0.9983948,0.00003093474,0.0003530233,0.0003509386,0.0005603844,0.0003099373],"domain_scores_gemma":[0.9991751,0.00001501713,0.00005716747,0.000511387,0.0001348066,0.0001064941],"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":[0.0000132872,0.00002788465,0.0001102992,0.0004516452,0.00009546328,0.000008484767,0.0002221437,0.00005445381,0.004857464,0.00001419647,0.9815236,0.01262106],"study_design_scores_gemma":[0.0001157244,0.0000330912,0.001083762,0.00005673597,0.00004109576,0.0000267966,0.00004781519,0.00009906613,0.01309579,0.00001774753,0.9850282,0.0003541773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04892603,0.01426545,0.001162177,0.008467994,0.02943164,0.007242059,0.0003903982,0.005590159,0.8845241],"genre_scores_gemma":[0.763004,0.008751744,0.0006381543,0.001152868,0.005860107,0.0002620304,0.001008043,0.0004412379,0.2188818],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7140779,"threshold_uncertainty_score":0.9998181,"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."}}