{"id":"W4206523109","doi":"10.1002/bbb.140","title":"Business highlights","year":2009,"lang":"en","type":"article","venue":"Biofuels Bioproducts and Biorefining","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Biofuel; Economics; Business; Political science; Engineering; Law; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0002436927,0.0001384691,0.0001163847,0.00005034273,0.0002303541,0.00004511125,0.0001573379,0.000144219,0.0001641617],"category_scores_gemma":[0.00008484151,0.0001051259,0.00001518471,0.0004773093,0.0003068013,0.0001520629,0.00006729933,0.0001171925,0.0001182994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002758222,"about_ca_system_score_gemma":0.00001176246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231104,"about_ca_topic_score_gemma":0.00002207404,"domain_scores_codex":[0.9990123,0.00001327639,0.0001505246,0.0004243852,0.0001370809,0.0002624564],"domain_scores_gemma":[0.9995642,0.00001213167,0.00005926525,0.0002720442,0.00002075797,0.00007159228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002822697,0.0003746185,0.09473614,0.00003935261,0.00001727174,0.00001513191,0.001973843,0.000006757363,0.484383,0.02137585,0.007551287,0.3894986],"study_design_scores_gemma":[0.000234248,0.0001391032,0.704762,0.00003090992,0.00001737771,0.00003275912,0.0001938776,0.000009939329,0.04111803,0.009209391,0.2438329,0.0004194457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618621,0.0004508376,0.00001446439,0.03165613,0.0003243009,0.00007370528,0.000002432692,0.0001404369,0.005475564],"genre_scores_gemma":[0.9945177,0.0004934391,0.0031672,0.0007421299,0.0001945946,0.000002119089,0.000007773783,0.000007071622,0.0008679417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6100259,"threshold_uncertainty_score":0.4286911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762877787994586,"score_gpt":0.247809889324062,"score_spread":0.2301811114441162,"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."}}