{"id":"W2617607580","doi":"10.1016/j.admp.2011.09.003","title":"Spéciation et bio-accessibilité de métaux lourds dans une entreprise de recyclage de batteries","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Political science; Environmental science","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":[0.0005898623,0.0004485139,0.0005104124,0.000453518,0.0005537865,0.001749652,0.0004317879,0.0008658161,0.0009948338],"category_scores_gemma":[0.0009497029,0.0003605057,0.0003847756,0.0002859672,0.0005688074,0.0006480949,0.0004198247,0.0007116952,0.0003230553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116181,"about_ca_system_score_gemma":0.0004346359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117296,"about_ca_topic_score_gemma":0.003985909,"domain_scores_codex":[0.9996899,0.0000640639,0.00001511951,0.00008767236,0.00009727656,0.00004599382],"domain_scores_gemma":[0.9998332,0.00006673358,0.00001557454,0.00001633746,0.00005517139,0.00001293445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005141951,0.00003071966,0.001474973,0.0001015755,0.00003469106,0.0002171751,0.0003779212,0.002447818,0.9838828,0.001204184,0.00007034477,0.009643485],"study_design_scores_gemma":[0.00002462275,0.0001909021,0.002273049,0.00001063639,0.00002851793,0.0001611351,0.0002567894,0.005187333,0.9872358,0.0004797421,0.004131396,0.00002012881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908603,0.00123736,0.005769701,0.0002130812,0.00003676301,0.0000161841,0.0001429853,0.00007258904,0.001650957],"genre_scores_gemma":[0.9914088,0.0008360712,0.002807328,0.00003678543,0.00001157051,0.00001509828,0.0001064266,0.00003230669,0.004745616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006117296,"threshold_uncertainty_score":0.01216334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239944289051462,"score_gpt":0.2356001338477696,"score_spread":0.223200690957255,"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."}}