{"id":"W1650373664","doi":"","title":"Impacts de la défoliation par la livrée des forêts sur la mortalité du peuplier faux-tremble et la dynamique forestière post-épidémie en forêt boréale","year":2013,"lang":"fr","type":"dissertation","venue":"Depositum (Université du Québec en Abitibi-Témiscamingue)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001463235,0.001123397,0.0009304837,0.0004532777,0.001203245,0.000392867,0.00115825,0.001621564,0.001177516],"category_scores_gemma":[0.0005363385,0.001250315,0.0005991196,0.0005523144,0.000940814,0.001622206,0.0006104382,0.001143551,0.0007480628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330773,"about_ca_system_score_gemma":0.0009027678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4540214,"about_ca_topic_score_gemma":0.6800479,"domain_scores_codex":[0.994237,0.00201411,0.0007046466,0.001206642,0.0005774354,0.001260165],"domain_scores_gemma":[0.9951046,0.002768108,0.0007034164,0.000686586,0.0001244004,0.0006129422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008598944,0.003941344,0.6267605,0.004974807,0.002517118,0.006770907,0.12344,0.0112029,0.09586037,0.06874589,0.01036419,0.04456207],"study_design_scores_gemma":[0.001458044,0.0003884195,0.9673942,0.0007474778,0.001011247,0.0007758591,0.003248995,0.006251857,0.0005264318,0.0007369311,0.01618268,0.001277897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92733,0.002391099,0.007398703,0.0002401878,0.0002830336,0.001306832,0.00008923787,0.0002449866,0.06071596],"genre_scores_gemma":[0.9797263,0.007920045,0.00130668,0.0002512068,0.0001149423,0.00009421696,0.000861907,0.0002013183,0.009523371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406336,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002194605504478779,"score_gpt":0.1941737458735845,"score_spread":0.1919791403691057,"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."}}