{"id":"W4231447441","doi":"10.5539/eer.v6n2p63","title":"Reviewer Acknowledgements for Energy and Environment Research, Vol. 6, No. 2","year":2016,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Computer science; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004919637,0.0002337164,0.0002619516,0.0002272818,0.001634986,0.0000895515,0.0003779882,0.0002042311,0.003464546],"category_scores_gemma":[0.002206008,0.000171323,0.00007071655,0.0001330185,0.00214236,0.0002724736,0.0006556052,0.000147417,0.0005339129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005367363,"about_ca_system_score_gemma":0.00007050608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540864,"about_ca_topic_score_gemma":0.0001452077,"domain_scores_codex":[0.9950777,0.0008646478,0.0003233147,0.0008441628,0.001697797,0.001192393],"domain_scores_gemma":[0.9978154,0.0008059085,0.00005517873,0.0003957072,0.0004261648,0.0005016482],"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":[0.0001224433,0.000296278,0.003039919,0.00004573541,0.00009635058,0.000006251521,0.0007452334,0.000005128101,0.001089104,0.02417209,0.6176364,0.3527451],"study_design_scores_gemma":[0.0005887987,0.000197274,0.003074381,0.00007983924,0.00000770102,1.666312e-7,0.0002226178,0.00001482571,0.0004571722,0.01297531,0.9821354,0.0002465617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1866154,0.1352177,0.04593782,0.1205601,0.02552044,0.01317399,0.0003035686,0.0006281161,0.4720429],"genre_scores_gemma":[0.04535757,0.4489026,0.001041577,0.0002644076,0.003547213,0.001172371,0.00003066218,0.00006578367,0.4996178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.364499,"threshold_uncertainty_score":0.9996647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08098250062655525,"score_gpt":0.3433705317522483,"score_spread":0.262388031125693,"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."}}