{"id":"W7116348501","doi":"10.5281/zenodo.18004415","title":"Microplastiques, environnement et santé","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Product (mathematics); Key (lock); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001207446,0.0002182594,0.00017235,0.0002038253,0.00178301,0.0008593007,0.001128118,0.000112681,0.04702932],"category_scores_gemma":[0.0002397425,0.0002488332,0.0000777646,0.0005660878,0.0004578045,0.0002949054,0.00293824,0.0003736397,0.02167303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005020333,"about_ca_system_score_gemma":0.000002423486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698443,"about_ca_topic_score_gemma":0.000002140262,"domain_scores_codex":[0.9975443,0.000673151,0.00033497,0.000601611,0.0003467889,0.0004991715],"domain_scores_gemma":[0.9991047,0.0000370935,0.0001059781,0.0005614675,0.0000549574,0.0001358312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001925253,0.0002212069,0.00001764122,0.00008602544,0.0000397361,0.00001154944,0.0003015308,0.0001949126,0.004200124,0.01929373,0.5305262,0.4450881],"study_design_scores_gemma":[0.0003169768,0.0001879891,0.002237212,0.0001762517,0.00003606418,0.000018184,0.000224823,0.0006337588,0.002213737,0.0011108,0.9926208,0.0002233647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007622638,0.001368655,0.07015134,0.01327641,0.0004721808,0.0008255374,0.0002018497,0.001122445,0.904959],"genre_scores_gemma":[0.8462635,0.008530919,0.007489081,0.003166849,0.0002718084,2.498546e-7,0.001431027,0.002288613,0.130558],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8386409,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516378647957711,"score_gpt":0.2694710567860723,"score_spread":0.2543072703064952,"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."}}