{"id":"W4246377145","doi":"10.7287/peerj.5439v0.2/reviews/2","title":"Peer Review #2 of \"Energy cost associated with moving platforms (v0.2)\"","year":2018,"lang":"en","type":"peer-review","venue":"","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Energy cost; Computer science; Energy (signal processing); Environmental economics; Economics; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01312101,0.0008347449,0.001353509,0.004112095,0.003389564,0.005531633,0.002783452,0.002652521,0.1624],"category_scores_gemma":[0.1226043,0.0005329549,0.001007642,0.002116455,0.00163624,0.002915685,0.003544921,0.001119511,0.07030921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709843,"about_ca_system_score_gemma":0.01036496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697964,"about_ca_topic_score_gemma":0.008008004,"domain_scores_codex":[0.9851253,0.002629671,0.001593658,0.0008330329,0.008901027,0.0009173343],"domain_scores_gemma":[0.7237704,0.02045096,0.008634371,0.009464109,0.2229886,0.01469153],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001723468,0.00007286011,0.002208108,0.002823879,0.00006187403,0.0004630769,0.0003146322,0.00009915468,0.001376924,0.0009103584,0.8662393,0.1252575],"study_design_scores_gemma":[0.00007206896,0.0001315509,0.009995942,0.00133485,0.00006615047,0.0006233436,0.0005266649,0.0007205332,0.001973699,0.001279812,0.9832246,0.00005083292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.04518181,0.0234145,0.01564886,0.135468,0.4576311,0.01092823,0.01300662,0.004462445,0.2942584],"genre_scores_gemma":[0.1550631,0.02613571,0.01580103,0.01341163,0.09112247,0.003127744,0.01204244,0.003345207,0.6799507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.986879,"threshold_uncertainty_score":0.5432821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048505439986288,"score_gpt":0.2375612950355292,"score_spread":0.2170762406356663,"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."}}