{"id":"W7014775298","doi":"","title":"In Q4 2021, production costs in construction rose by 1.2% : Costs of production indices in construction - fourth quarter 2021 / Insee (France)","year":2022,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Rose (mathematics); Quarter (Canadian coin); Production cost","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758319,0.0005642145,0.0003745629,0.002274721,0.0007613306,0.003817749,0.0005068511,0.001166438,0.02667757],"category_scores_gemma":[0.004383161,0.0002358339,0.00059301,0.003744851,0.0004623025,0.0009903192,0.0008710415,0.001177234,0.005589848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008550032,"about_ca_system_score_gemma":0.005974224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2426209,"about_ca_topic_score_gemma":0.2019327,"domain_scores_codex":[0.9987571,0.0001688386,0.00006969854,0.0001373675,0.000639979,0.0002270806],"domain_scores_gemma":[0.9973117,0.000411987,0.0004813262,0.00008567235,0.001421987,0.000287294],"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":[0.001036131,0.0001512883,0.1936753,0.001024014,0.0001558231,0.0003659813,0.001752953,0.005211286,0.002378295,0.01584224,0.5896864,0.1887203],"study_design_scores_gemma":[0.00004495241,0.0001048303,0.689954,0.0002187351,0.00002165061,0.0001235295,0.001406017,0.001304476,0.0007610908,0.0009771429,0.3050272,0.00005638612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4648822,0.01752561,0.00434543,0.05648798,0.006968649,0.0002508115,0.2498291,0.001027879,0.1986823],"genre_scores_gemma":[0.6886841,0.006348582,0.005733409,0.002211969,0.001644453,0.0003118844,0.1003759,0.0003639259,0.1943258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2426209,"threshold_uncertainty_score":0.4824173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160290060584895,"score_gpt":0.3426244656377539,"score_spread":0.3210215650319049,"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."}}