{"id":"W4319216613","doi":"","title":"Problématique des contaminants inorganiques émergents : les nouvelles technologies en partie responsables ?","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry","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":[0.001978542,0.0005722247,0.001162734,0.0009111398,0.00173757,0.004701667,0.001300639,0.003503272,0.005371424],"category_scores_gemma":[0.00415612,0.0005052793,0.0009298725,0.001271567,0.004403829,0.005514104,0.001777605,0.002248411,0.0007943034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361256,"about_ca_system_score_gemma":0.002826674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012845,"about_ca_topic_score_gemma":0.007795603,"domain_scores_codex":[0.9986019,0.0002791773,0.00005583455,0.000383124,0.0004393428,0.0002406388],"domain_scores_gemma":[0.9971213,0.001470368,0.0003616946,0.0002527025,0.0006643896,0.0001295767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003361811,0.0003786652,0.02086074,0.002891667,0.0002857914,0.002826564,0.00246352,0.02573366,0.05215641,0.7505274,0.01055412,0.1309853],"study_design_scores_gemma":[0.00007919948,0.0004136648,0.01016653,0.0004070091,0.0001966951,0.002671588,0.007451863,0.02386765,0.0421711,0.7441112,0.1683564,0.0001070897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5291675,0.05187019,0.1773359,0.1142566,0.001706024,0.0003005575,0.001088687,0.0003337383,0.1239409],"genre_scores_gemma":[0.9262104,0.02733009,0.01873882,0.002017802,0.0007364019,0.0001486464,0.0002387494,0.00006090802,0.02451816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01012845,"threshold_uncertainty_score":0.02621108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213563324649423,"score_gpt":0.2417521837270787,"score_spread":0.2196165504805845,"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."}}