{"id":"W6981683252","doi":"","title":"Évaluation du potentiel des larves de Chaoborus comme espèce sentinelle de la contamination des éléments de terres rares","year":2024,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioaccumulation; Aquatic environment; Environmental factor; Bioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008842359,0.0004248521,0.0003842951,0.0005052911,0.001728032,0.0002199415,0.0004004456,0.0002908712,0.007642733],"category_scores_gemma":[0.0002894948,0.0004543202,0.000236502,0.0001635613,0.002086253,0.0003465174,0.0001918301,0.0005560946,0.0003694877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290157,"about_ca_system_score_gemma":0.0006924758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2078296,"about_ca_topic_score_gemma":0.3528057,"domain_scores_codex":[0.9975787,0.0007256643,0.0003600383,0.0004223839,0.0003352708,0.0005779864],"domain_scores_gemma":[0.9985977,0.0004738198,0.000247663,0.0002843101,0.0001573031,0.0002391592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001206303,0.0005674805,0.004514976,0.0006923223,0.0005786271,0.0003602923,0.5902677,0.00009034412,0.0003207458,0.229067,0.08479156,0.08862835],"study_design_scores_gemma":[0.001057637,0.0001715361,0.02301296,0.0009096686,0.0005974697,0.00008596063,0.04481861,0.005186239,0.00004765264,0.02140674,0.9021766,0.0005289884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.725925,0.01507177,0.009809584,0.002547357,0.0005596392,0.0004097853,0.0001794563,0.0002096693,0.2452877],"genre_scores_gemma":[0.6074537,0.002146633,0.00109918,0.0006618143,0.0008255639,0.0000287171,0.0001698156,0.0001760207,0.3874386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.817385,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395141291902057,"score_gpt":0.2042333285776023,"score_spread":0.1802819156585817,"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."}}