{"id":"W4300050963","doi":"","title":"Suivi de la flore des prairies permanentes des marais desséchés de Saint Laurent-de-la-Prée : effets de la tempête Xynthia et des pratiques agricoles","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Political science; Humanities; Art","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":[0.0005391458,0.0002376947,0.0002592833,0.0004154577,0.0006838855,0.000695893,0.0003472445,0.0002986088,0.00341828],"category_scores_gemma":[0.0008300134,0.0001606735,0.0002277411,0.0003027621,0.0005824254,0.0002718178,0.0004829644,0.0004373684,0.0002879743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251409,"about_ca_system_score_gemma":0.0006411829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08503872,"about_ca_topic_score_gemma":0.2257435,"domain_scores_codex":[0.999866,0.00002519702,0.000004140567,0.00003876007,0.00002420345,0.0000416215],"domain_scores_gemma":[0.9992403,0.0002119957,0.0001224631,0.00003851885,0.0001224304,0.0002643094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0028855,0.0003170602,0.8991088,0.0001278196,0.00027468,0.0004413778,0.005517523,0.0006580009,0.06474535,0.001116668,0.0006686003,0.02413852],"study_design_scores_gemma":[0.000006288779,0.0001027581,0.9979614,0.000003365929,0.00001246881,0.00002608666,0.0004469439,0.0001200049,0.0005640576,0.00003047045,0.0007235677,0.000002603617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991455,0.0001444582,0.00001514358,0.00005077077,0.000002427072,0.000001676593,0.00007088833,0.000002713424,0.0005665123],"genre_scores_gemma":[0.9974361,0.000134374,0.00004517689,0.00001682685,0.000003143051,0.000002558794,0.0000697584,0.000003245408,0.002288858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08503872,"threshold_uncertainty_score":0.1690875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111885274193471,"score_gpt":0.242464889508203,"score_spread":0.2312763620888559,"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."}}