{"id":"W1503910323","doi":"","title":"Stabilisation de rejets miniers pollués à l'arsenic à l'aide de sous-produits cimentaires : étude de l'influence de la cristallochimie sur le risque de mobilisation des polluants","year":2011,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Light Source","keywords":"Forestry; Arsenic; Chemistry; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01174551,0.000704252,0.0005547487,0.0004334569,0.0009731475,0.0005324662,0.00100689,0.0008245057,0.0002047458],"category_scores_gemma":[0.006853437,0.0008710613,0.0003677676,0.0006274125,0.0004843102,0.000792818,0.0001420312,0.001156517,0.00004057199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219424,"about_ca_system_score_gemma":0.002145168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04271831,"about_ca_topic_score_gemma":0.03496503,"domain_scores_codex":[0.9871754,0.009187192,0.001028914,0.0008879009,0.0005036345,0.00121695],"domain_scores_gemma":[0.9941085,0.002415029,0.0006873111,0.001208173,0.000967436,0.000613575],"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":[0.0001462885,0.001304271,0.032609,0.001199494,0.0003137224,0.0000287688,0.1424479,0.01782741,0.7566272,0.01188877,0.0002469353,0.03536027],"study_design_scores_gemma":[0.001180546,0.000005219793,0.2645578,0.002788941,0.0002908108,0.0001616102,0.007831587,0.104618,0.6111727,0.005139053,0.001164072,0.001089657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970335,0.00183233,0.09291508,0.0006960901,0.0001817262,0.0005955991,0.0000704776,0.0003998337,0.006275439],"genre_scores_gemma":[0.912895,0.002005257,0.08021972,0.000108997,0.00005139877,0.0001493728,0.0004755894,0.0001600316,0.003934648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319488,"threshold_uncertainty_score":0.999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921731303808107,"score_gpt":0.2404710343117347,"score_spread":0.2212537212736536,"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."}}