{"id":"W7104450569","doi":"10.71781/20303","title":"Les patrons latitudinaux de diversité taxonomique et fonctionnelle diffèrent entre les bryophytes et les plantes vasculaires dans les tourbières","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental factor; Nature Conservation; Bog; Water stress","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":[0.0002579814,0.0007313851,0.0006477569,0.00012176,0.02260653,0.0001331154,0.0006571645,0.000597747,0.001109378],"category_scores_gemma":[0.00006539687,0.0004967134,0.0008673305,0.0003399741,0.0005194322,0.0003112121,0.0006205728,0.0009157744,0.00001498375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523017,"about_ca_system_score_gemma":0.000435447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.474098,"about_ca_topic_score_gemma":0.4012131,"domain_scores_codex":[0.9967165,0.0005707421,0.0004856942,0.0009344175,0.0005965458,0.0006961148],"domain_scores_gemma":[0.9982334,0.0005322472,0.0005423912,0.0001824661,0.0002079434,0.0003015937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009429101,0.001029568,0.8260083,0.0003276841,0.001600851,0.001006546,0.03968412,0.01608124,0.01130737,0.06089766,0.003999836,0.03711389],"study_design_scores_gemma":[0.0005614363,0.0003404555,0.7131348,0.00027054,0.0004287283,0.0001997311,0.1541803,0.0005527273,0.0006411572,0.0002031674,0.1287646,0.0007223745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337693,0.03799811,0.0003351521,0.002242075,0.002849238,0.000548392,0.0008053088,0.000173073,0.02127932],"genre_scores_gemma":[0.9648016,0.009580266,0.0003510779,0.00007557699,0.0008523234,0.00007825466,0.001107905,0.00001442896,0.02313855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247648,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005588564183335,"score_gpt":0.1777890416024386,"score_spread":0.1677331559606052,"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."}}