{"id":"W2606397530","doi":"10.71781/20040","title":"Facteurs environnementaux, éléments du paysage et structure spatiale dans la composition des herbiers submergés du lac Saint-François, fleuve Saint-Laurent","year":2005,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Environment Canada; Université de Montréal","keywords":"Geography; Art; Humanities","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004057832,0.0001981521,0.0002317028,0.001555409,0.0008194389,0.0008831776,0.000314851,0.0001854177,0.002627251],"category_scores_gemma":[0.000738921,0.0001432857,0.000274355,0.001922326,0.0004226016,0.000374752,0.0003074542,0.000220143,0.0001710549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337072,"about_ca_system_score_gemma":0.001894442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6462909,"about_ca_topic_score_gemma":0.7395856,"domain_scores_codex":[0.9998477,0.00002132146,0.000007718854,0.00004150064,0.00003882484,0.00004294426],"domain_scores_gemma":[0.999531,0.0001405822,0.0001068724,0.00002174236,0.0001482753,0.00005158887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001676277,0.00003660661,0.9458756,0.00006934389,0.000120636,0.0003448129,0.004816283,0.0009136942,0.00599129,0.001097667,0.0006626797,0.03990367],"study_design_scores_gemma":[0.000001385561,0.000007155832,0.9978841,0.000007463416,0.000009276261,0.00004985393,0.0004677021,0.0001493115,0.0002394521,0.00004327355,0.001138029,0.000002825487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965845,0.0005101016,0.0002311667,0.00006126384,0.000003036379,0.000005363487,0.0008417631,0.000009351099,0.001753344],"genre_scores_gemma":[0.9928719,0.0004206857,0.0006684969,0.000009504595,0.000005720413,0.00001007793,0.0005913028,0.00000724262,0.005415037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537091,"threshold_uncertainty_score":0.7115843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005659641386902231,"score_gpt":0.1680759965894179,"score_spread":0.1624163552025157,"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."}}