{"id":"W6986684630","doi":"","title":"In Q1 2021, the production costs in construction increased by 1.5% : costs of production indices in construction - first quarter 2021","year":2021,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Quarter (Canadian coin); Production cost; Productivity; Production system (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002579167,0.0003510512,0.0007004,0.003493663,0.0001480747,0.0001816794,0.0002946197,0.0005493035,0.001925191],"category_scores_gemma":[0.005458792,0.0004543774,0.0001343764,0.009228204,0.0004837496,0.002007922,0.0000668001,0.000929424,0.00006091006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342361,"about_ca_system_score_gemma":0.001107846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006307991,"about_ca_topic_score_gemma":0.01759827,"domain_scores_codex":[0.9959468,0.0003970446,0.001674387,0.001053427,0.000300375,0.0006279933],"domain_scores_gemma":[0.9971229,0.0007893594,0.001054105,0.0005446756,0.0003861666,0.0001027846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001562742,0.0007654266,0.9552566,0.0003426334,0.00007416689,0.00001722935,0.001865187,0.004151711,0.001378045,0.01496791,0.01448373,0.00654109],"study_design_scores_gemma":[0.004231,0.0001265588,0.8191384,0.00205712,0.00003861009,0.0003020924,0.001502163,0.004561414,0.007014774,0.01028028,0.1497368,0.001010843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182509,0.02556032,0.0004279022,0.04872019,0.003970207,0.001156219,0.0003648813,0.0000149064,0.001534452],"genre_scores_gemma":[0.9774699,0.01788221,0.0009848187,0.0005228108,0.0008073035,0.0002221574,0.0001755659,0.00004284055,0.001892412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361182,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154033635211077,"score_gpt":0.2362954594802215,"score_spread":0.2247551231281107,"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."}}