{"id":"W4319604442","doi":"10.26168/ajce.40.2.28","title":"L’utilisation du verre de recyclage dans les matériaux cimentaires et alcali-activés","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chemistry; Geology","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":[0.0003763565,0.0004742597,0.0004201799,0.0004751936,0.0003343503,0.0007525018,0.0003221824,0.0005932486,0.001797311],"category_scores_gemma":[0.000386336,0.0002258877,0.0005530724,0.0003985463,0.0003858987,0.0006415115,0.0003449841,0.0007144483,0.0005674544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040614,"about_ca_system_score_gemma":0.000221938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367747,"about_ca_topic_score_gemma":0.005811234,"domain_scores_codex":[0.9996043,0.00005579607,0.00002180035,0.00009240455,0.0001674541,0.00005827209],"domain_scores_gemma":[0.9998268,0.00005558031,0.00003770132,0.00002576913,0.00004084657,0.00001334365],"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":[0.0001163113,0.00002355632,0.0004074868,0.0004398061,0.00002434542,0.0002561148,0.0001313061,0.000613439,0.9824615,0.0003882308,0.00007108484,0.01506681],"study_design_scores_gemma":[0.000005436114,0.000305402,0.001803047,0.00003933745,0.00004622486,0.0002579889,0.00008412961,0.0008936274,0.9776701,0.00008719858,0.01878953,0.00001796368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493657,0.01560987,0.02113718,0.0002564759,0.0001819738,0.00008974211,0.0001695558,0.0002100703,0.01297938],"genre_scores_gemma":[0.9676654,0.005055257,0.01379112,0.0001176213,0.00003942648,0.00004055073,0.0001527185,0.00008789727,0.01304995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797311,"threshold_uncertainty_score":0.006012619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158676336521549,"score_gpt":0.2541880801342984,"score_spread":0.222601316769083,"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."}}