{"id":"W6986683715","doi":"","title":"In Q1 2022, the prices of buildings' maintenance and improvement works rose by +2.9% : Buildings maintenance and improvement price index - first quarter 2022 / Insee (France)","year":2022,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rose (mathematics); Quarter (Canadian coin); Price index; Index (typography); Square (algebra)","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":[0.003037683,0.0006388422,0.0007130062,0.001195798,0.0006955488,0.0003536414,0.001000839,0.0003019077,0.003686641],"category_scores_gemma":[0.0001820838,0.0006289884,0.0001781447,0.003749341,0.0006427756,0.0007576045,0.0008895582,0.001476005,0.000011091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535911,"about_ca_system_score_gemma":0.0002146343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632817,"about_ca_topic_score_gemma":0.0005412565,"domain_scores_codex":[0.9945178,0.0002878667,0.001286468,0.001364784,0.001186587,0.00135651],"domain_scores_gemma":[0.9970366,0.0008576008,0.0008595753,0.0007530229,0.0002724038,0.000220751],"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":[0.001117149,0.002561562,0.06809067,0.001721264,0.0007141189,0.00007730153,0.01386547,0.003214531,0.00314239,0.05758004,0.8059529,0.04196259],"study_design_scores_gemma":[0.00504037,0.0008362575,0.03625873,0.0003642944,0.00005766673,0.00003533061,0.004201288,0.002836112,0.0001265107,0.002924675,0.9466029,0.0007158082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.707837,0.1367375,0.008435868,0.1333292,0.003217565,0.004755432,0.001401823,0.00008646964,0.004199049],"genre_scores_gemma":[0.8000219,0.03344994,0.001096297,0.01488321,0.0004587252,0.003315046,0.0000790889,0.0001462232,0.1465496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423505,"threshold_uncertainty_score":0.9996161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004835358546334693,"score_gpt":0.2298296067481785,"score_spread":0.2249942482018438,"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."}}