{"id":"W6989562663","doi":"","title":"Biomasses et compositions relatives des communautés de macroinvertébrés associées à différents types d'habitats au lac Saint-Pierre (Québec, Canada)","year":2012,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Identification (biology); Natural (archaeology); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607264,0.000583363,0.0003623389,0.002393948,0.001499419,0.0009157324,0.0005143941,0.0002978392,0.006869609],"category_scores_gemma":[0.0009770915,0.0002300926,0.0004896767,0.003976475,0.0004907369,0.0003201392,0.0005758972,0.0002802107,0.0007180424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00854282,"about_ca_system_score_gemma":0.005193892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836988,"about_ca_topic_score_gemma":0.9941937,"domain_scores_codex":[0.9996718,0.00002752447,0.00001640692,0.00009292636,0.00008912988,0.0001021789],"domain_scores_gemma":[0.9989012,0.0001055379,0.0001474132,0.00006673294,0.0006432894,0.0001357265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002954231,0.0000310483,0.929688,0.0001518563,0.0003388956,0.0001815779,0.003429589,0.0009204898,0.005635098,0.0004863162,0.006361081,0.05248072],"study_design_scores_gemma":[0.000002790531,0.000007994078,0.9968695,0.00000924456,0.00001366024,0.00002688124,0.0004455778,0.0001756503,0.0002565702,0.00001069788,0.0021744,0.000007072189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586999,0.0008491868,0.0009060666,0.00007336796,0.00001535803,0.0000653615,0.03185041,0.0001287466,0.00741153],"genre_scores_gemma":[0.9710452,0.0006730012,0.001541265,0.0000344106,0.00000893469,0.00008595765,0.01068175,0.00005185954,0.01587771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630116,"threshold_uncertainty_score":0.06198281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040457228719215,"score_gpt":0.1995484144591933,"score_spread":0.1891438421720011,"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."}}