{"id":"W4250973290","doi":"10.5539/eer.v8n1p91","title":"Reviewer Acknowledgements for Energy and Environment Research, Vol. 8, No. 1","year":2018,"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; Engineering ethics; Engineering; Physics","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":["sts"],"category_scores_codex":[0.005188827,0.0002355348,0.0002609046,0.0002393986,0.002464346,0.0001283372,0.0003962084,0.0002129635,0.003868449],"category_scores_gemma":[0.001867532,0.0002136505,0.00006424567,0.0001818877,0.003360836,0.0002347737,0.000716504,0.0002030274,0.0006845947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310309,"about_ca_system_score_gemma":0.00007532776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004355111,"about_ca_topic_score_gemma":0.0002923636,"domain_scores_codex":[0.9950693,0.0008329797,0.0003212353,0.000855273,0.001712718,0.001208455],"domain_scores_gemma":[0.997924,0.0004696717,0.00005473418,0.0004049895,0.0006553963,0.0004912303],"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":[0.000134814,0.00032646,0.002161802,0.00004901221,0.00009951595,0.00000468798,0.001756147,0.000006512342,0.0004055858,0.01882928,0.8217167,0.1545095],"study_design_scores_gemma":[0.000425283,0.0003465278,0.002823186,0.00004807236,0.000008902808,1.767471e-7,0.0004313691,0.00008054609,0.0004382268,0.01017272,0.9849759,0.0002491096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1710624,0.08093899,0.01914036,0.03718184,0.02441127,0.009505262,0.0001411162,0.0004427595,0.657176],"genre_scores_gemma":[0.08043557,0.3534592,0.002714051,0.0006264765,0.0116653,0.001466781,0.00009051356,0.0001046378,0.5494375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2725202,"threshold_uncertainty_score":0.9993514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09080598424968671,"score_gpt":0.3570032755926404,"score_spread":0.2661972913429537,"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."}}