{"id":"W4361272488","doi":"10.18280/ijsse.130107","title":"Using the Pivot Pair-Wise Relative Criteria Importance Assessment (PIPRECIA) Method to Determine the Relative Weight of the Factors Affecting Construction Site Safety Performance","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability engineering; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009164442,0.002048967,0.001799263,0.0135302,0.001224001,0.002800864,0.001321151,0.0009079125,0.003294584],"category_scores_gemma":[0.03946742,0.0004371535,0.002254721,0.009722317,0.0008435276,0.001559665,0.001801709,0.001701928,0.0004965489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601519,"about_ca_system_score_gemma":0.003909858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005674843,"about_ca_topic_score_gemma":0.007309494,"domain_scores_codex":[0.9892062,0.003914295,0.001090003,0.0008376449,0.004613152,0.0003388023],"domain_scores_gemma":[0.980983,0.01241962,0.001467634,0.0004476968,0.004344467,0.0003375399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008203299,0.0005495038,0.08199999,0.005412152,0.002366939,0.0008263382,0.003152742,0.07552505,0.01706641,0.01711454,0.006181355,0.7889847],"study_design_scores_gemma":[0.0003987081,0.003587764,0.1380824,0.001538189,0.001795749,0.001297457,0.006285714,0.7452073,0.01626257,0.05533043,0.02951053,0.0007032495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1677403,0.002482833,0.8112365,0.0004014217,0.0002823436,0.00276143,0.001323856,0.0006045431,0.01316671],"genre_scores_gemma":[0.505293,0.0008494167,0.4894069,0.0000601976,0.00007362688,0.002159346,0.0009312385,0.00006312259,0.001163207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0135302,"threshold_uncertainty_score":0.04846674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545004527228424,"score_gpt":0.4426827451955461,"score_spread":0.3772326999232619,"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."}}