{"id":"W4386639906","doi":"10.3390/engproc2023043001","title":"Statement of Peer Review","year":2023,"lang":"en","type":"article","venue":"","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NanoQuébec (Canada); Université Laval","funders":"","keywords":"Volume (thermodynamics); Statement (logic); Computer science; Political science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1796271,0.003782497,0.01424467,0.01025755,0.01107333,0.06291088,0.01225515,0.03875008,0.1421043],"category_scores_gemma":[0.5099322,0.004784813,0.005590606,0.008699094,0.01105771,0.01614303,0.01242458,0.02600182,0.2939209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276843,"about_ca_system_score_gemma":0.07093815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274357,"about_ca_topic_score_gemma":0.002979044,"domain_scores_codex":[0.7348216,0.04212678,0.03915486,0.01966481,0.1498961,0.01433588],"domain_scores_gemma":[0.15726,0.05174763,0.0262378,0.06250829,0.6685656,0.03368061],"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":[0.0002133972,0.0001270613,0.0004684972,0.002549347,0.0002195032,0.0004888102,0.0007881572,0.00009536551,0.00132855,0.00779243,0.9329455,0.05298331],"study_design_scores_gemma":[0.000209496,0.00008298406,0.00168735,0.003081484,0.00007998031,0.0006367122,0.0004943928,0.0005260556,0.001036153,0.006271647,0.9857423,0.0001514668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002920731,0.0143458,0.06085056,0.1432749,0.5729789,0.0346176,0.01157617,0.01117867,0.1482566],"genre_scores_gemma":[0.03904458,0.02886216,0.1490285,0.0805083,0.1763972,0.05177529,0.03397362,0.01316149,0.4272488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8203729,"threshold_uncertainty_score":0.9499703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769799659354417,"score_gpt":0.2488785972457952,"score_spread":0.231180600652251,"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."}}