{"id":"W150314725","doi":"","title":"Research and Development: Lessons Learned from Previous Research Could Benefit FreedomCAR Initiative","year":2002,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Consumption (sociology); Quarter (Canadian coin); Work (physics); Economic growth; Business; Political science; Engineering; Economics; Geography; Sociology","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":[0.05446444,0.0006700231,0.0007857684,0.002569132,0.004764947,0.01564825,0.00300506,0.006415315,0.01394504],"category_scores_gemma":[0.06187593,0.000362714,0.0009270444,0.003500327,0.01225061,0.01831265,0.004363571,0.006784692,0.002549419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01462159,"about_ca_system_score_gemma":0.02956602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153702,"about_ca_topic_score_gemma":0.03100407,"domain_scores_codex":[0.979417,0.01368171,0.0008077331,0.001426402,0.002706124,0.001960959],"domain_scores_gemma":[0.9091361,0.06078336,0.001750305,0.006373146,0.0161949,0.005762264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000143944,0.0008590813,0.009152708,0.002376182,0.00008542578,0.0006631743,0.006606793,0.001503012,0.0003608812,0.4962555,0.1289092,0.353084],"study_design_scores_gemma":[0.0001031023,0.0003095329,0.005901105,0.009947063,0.00009800242,0.000298863,0.0292429,0.001183313,0.001590616,0.3040212,0.6472015,0.0001027604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01042028,0.07190266,0.01085636,0.7384045,0.00438115,0.0002158219,0.0002466362,0.0001392304,0.1634334],"genre_scores_gemma":[0.5054469,0.2081818,0.04652847,0.1706858,0.005517541,0.0006348311,0.000714499,0.0002705663,0.06201964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05446444,"threshold_uncertainty_score":0.288039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2295614979214048,"score_gpt":0.3842839359078512,"score_spread":0.1547224379864464,"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."}}