{"id":"W3001386111","doi":"","title":"Impacts de l'urbanisation sur la diversité floristique des marécages","year":2019,"lang":"fr","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Forestry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004119315,0.000386404,0.0003486968,0.0006542257,0.0009287175,0.001431193,0.0002414549,0.0002053131,0.002834502],"category_scores_gemma":[0.0005727448,0.0002380475,0.00040401,0.0009952143,0.0008678202,0.0003276624,0.0006695444,0.0003133938,0.0002508395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588289,"about_ca_system_score_gemma":0.001469255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2401529,"about_ca_topic_score_gemma":0.492959,"domain_scores_codex":[0.9996412,0.00005842733,0.000009650577,0.00009560918,0.00008854445,0.0001066359],"domain_scores_gemma":[0.9993013,0.0001687209,0.0001359948,0.00005905956,0.0002237109,0.0001111362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009415111,0.0001124619,0.8704272,0.0002826422,0.0003216171,0.0005500151,0.003144023,0.006440424,0.07362629,0.000835735,0.000547656,0.04277047],"study_design_scores_gemma":[0.00000268605,0.00008728555,0.9961503,0.00001003465,0.00002461702,0.00003695663,0.0007524855,0.000329254,0.0009298152,0.00005089836,0.001618214,0.00000742582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972326,0.0001731353,0.00032539,0.00002898986,0.000002684305,0.00000827651,0.0002180675,0.00001206013,0.001998765],"genre_scores_gemma":[0.9966917,0.0002594985,0.0006439989,0.00001902281,0.000002943725,0.00001733977,0.0003151765,0.00001178891,0.002038555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401529,"threshold_uncertainty_score":0.47751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100177156879545,"score_gpt":0.1767563726999893,"score_spread":0.1667386570120348,"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."}}