{"id":"W3175020194","doi":"10.4095/328069","title":"L'analyse des sédiments lacustres","year":2021,"lang":"en","type":"report","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geography","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":[0.0007261104,0.00122454,0.0003690204,0.002945413,0.0006640162,0.001872891,0.0002522038,0.0003473733,0.00507751],"category_scores_gemma":[0.001128881,0.0002784177,0.0005538862,0.001792679,0.0003857934,0.0003334135,0.0005154467,0.0007477824,0.002481074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008120075,"about_ca_system_score_gemma":0.00100474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03276017,"about_ca_topic_score_gemma":0.02281977,"domain_scores_codex":[0.9986919,0.0001564012,0.00004931827,0.0003037711,0.0006753128,0.0001234676],"domain_scores_gemma":[0.9994825,0.0001024734,0.0000620608,0.00005487659,0.0002354162,0.00006254922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005721785,0.0002150853,0.07402863,0.0004763441,0.0002885362,0.001000824,0.001479427,0.005284667,0.4434663,0.004948528,0.003854335,0.4643851],"study_design_scores_gemma":[0.00008377021,0.0002847241,0.4870428,0.00009416122,0.000112136,0.001306261,0.0008512661,0.008173099,0.2510727,0.0007236566,0.2501936,0.00006176574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8399737,0.006797067,0.07652545,0.0005062236,0.0001782844,0.0002625519,0.01146792,0.002840593,0.06144822],"genre_scores_gemma":[0.807745,0.006710914,0.07633414,0.0001276216,0.000243699,0.0004974609,0.01501088,0.0004540942,0.09287611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03276017,"threshold_uncertainty_score":0.065139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08938055794445751,"score_gpt":0.2863970597274508,"score_spread":0.1970165017829933,"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."}}