{"id":"W2886450891","doi":"10.5547/01956574.40.4.obah","title":"Will Adaptation Delay the Transition to Clean Energy Systems? An Analysis with AD-MERGE","year":2019,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"Engineering and Physical Sciences Research Council","keywords":"Merge (version control); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238651,0.0002647898,0.0003480527,0.0002922744,0.0006924869,0.0003010047,0.000759927,0.0001251957,0.000379875],"category_scores_gemma":[0.00003364484,0.0001364656,0.0002391513,0.00143302,0.0001041469,0.0006169673,0.00005050312,0.0003579848,0.00001966383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565931,"about_ca_system_score_gemma":0.0001754752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01346619,"about_ca_topic_score_gemma":0.01804176,"domain_scores_codex":[0.9964253,0.001243402,0.0004414357,0.0003540872,0.0009045351,0.0006312389],"domain_scores_gemma":[0.9980752,0.0001318054,0.0001595251,0.0007871978,0.0005235777,0.0003227001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005379921,0.00006745564,0.00006363331,0.000004734847,0.0005457099,0.00002812946,0.001419931,0.8807828,0.0001169683,0.09834587,0.00008158623,0.01800523],"study_design_scores_gemma":[0.00190503,0.001994407,0.002400494,0.00007625335,0.001096418,0.0008101472,0.04276242,0.78171,0.0005868016,0.0122271,0.1534943,0.0009366653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165485,0.000584737,0.1703303,0.004970429,0.0005976798,0.0001969306,0.00001122285,0.0001100538,0.00665015],"genre_scores_gemma":[0.9950843,0.000083983,0.00008084565,0.000738349,0.0003204255,0.00003303432,0.00003409383,0.0000374852,0.003587417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1785358,"threshold_uncertainty_score":0.9998764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009212378726660262,"score_gpt":0.2396113456271152,"score_spread":0.230398966900455,"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."}}