{"id":"W408513247","doi":"10.1051/mattech/2015010","title":"Biocicatrisation : application à la réparation de mortiers âgés","year":2015,"lang":"fr","type":"article","venue":"Matériaux & Techniques","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Calcium carbonate; Chemistry; Physics; Molecular biology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000312314,0.0005289392,0.000352705,0.0003784838,0.0002798193,0.0005004642,0.0003222641,0.0005133575,0.001852696],"category_scores_gemma":[0.0003949665,0.0002264778,0.0003898099,0.0003411514,0.0002703866,0.0002622108,0.000220331,0.0004399698,0.0004733997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767102,"about_ca_system_score_gemma":0.0002551195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433951,"about_ca_topic_score_gemma":0.003131236,"domain_scores_codex":[0.9997951,0.0000139694,0.00001427631,0.00005445774,0.00009259139,0.00002952323],"domain_scores_gemma":[0.9997868,0.00003952971,0.00005596871,0.00002009589,0.00007383087,0.00002383432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005957647,0.00001976333,0.000210051,0.000172119,0.000004750201,0.00004343015,0.00004779887,0.0002113747,0.9927202,0.0000413673,0.00003300622,0.006436597],"study_design_scores_gemma":[0.000005268786,0.0005811863,0.00263128,0.00001551675,0.00001777436,0.0001084104,0.00002295455,0.0004345678,0.9925898,0.00001165603,0.003574546,0.000006955336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658979,0.01008097,0.01816952,0.0001259256,0.0001371113,0.0001737901,0.0002895272,0.0004191993,0.004705926],"genre_scores_gemma":[0.9728938,0.003718179,0.0151267,0.00006462735,0.00003135411,0.00007420849,0.0002137572,0.00006159709,0.007815799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001852696,"threshold_uncertainty_score":0.00619787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255885580916453,"score_gpt":0.2891694579931514,"score_spread":0.2666106021839868,"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."}}