{"id":"W1975999560","doi":"10.4000/vertigo.2171","title":"Mécanismes de rétention des métaux lourds en phase solide : cas de la stabilisation des sols contaminés et des déchets industriels","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001341042,0.0002742101,0.000220313,0.00009625562,0.0003600887,0.0001671995,0.0002210735,0.0004266717,0.001290262],"category_scores_gemma":[0.0004223427,0.0002800303,0.000120845,0.0002959301,0.001331921,0.000817343,0.0001017292,0.0003143141,0.00008026803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395744,"about_ca_system_score_gemma":0.0001808242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009782137,"about_ca_topic_score_gemma":0.002692309,"domain_scores_codex":[0.997485,0.0007944925,0.0004175601,0.0003523582,0.0003125059,0.0006380641],"domain_scores_gemma":[0.9990594,0.0003034045,0.0001617469,0.0002274737,0.00004878278,0.0001991794],"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":[0.00005937036,0.001144086,0.1821591,0.0001539757,0.00004006951,0.0001131776,0.01203876,0.0009051325,0.6491531,0.006536483,0.006758444,0.1409383],"study_design_scores_gemma":[0.001278865,0.000374531,0.1688398,0.0002173244,0.0001092109,0.0001026575,0.001344881,0.001932821,0.7170419,0.09648513,0.01183844,0.0004344031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381449,0.0009251049,0.1549352,0.0004517755,0.00008281768,0.0003341957,0.00004612868,0.0001211762,0.004958672],"genre_scores_gemma":[0.9757904,0.0009595954,0.01912625,0.0001991334,0.0001737064,0.00005847219,0.00005406782,0.00003572381,0.003602661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1405039,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846905902806316,"score_gpt":0.3064507376322959,"score_spread":0.2879816786042327,"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."}}