{"id":"W2414517619","doi":"","title":"Les espèces exotiques envahissantes dans les outre-mer français : constats, enjeux et défis","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer 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":[0.001949713,0.0006856687,0.0004674673,0.001575098,0.003015731,0.002734586,0.0005304628,0.0008827051,0.003348835],"category_scores_gemma":[0.002612067,0.0003144802,0.0004544729,0.002761056,0.002086711,0.001376053,0.001175979,0.001060263,0.0002833466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004374777,"about_ca_system_score_gemma":0.003522623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5912232,"about_ca_topic_score_gemma":0.7162833,"domain_scores_codex":[0.9981101,0.0004050549,0.0001277905,0.0003050935,0.0003840484,0.0006679533],"domain_scores_gemma":[0.9970143,0.0007265007,0.0007869528,0.000205705,0.0009201464,0.00034638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005703912,0.000111534,0.7941868,0.0004177461,0.0002567544,0.002485329,0.07853857,0.0007413771,0.02336603,0.007203571,0.001729263,0.09039261],"study_design_scores_gemma":[0.000006605467,0.00008831302,0.9363089,0.0002034067,0.00005229385,0.0008745203,0.03216748,0.0002337975,0.001370636,0.0003253293,0.02832061,0.0000480368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989054,0.00265922,0.0003239697,0.0007029111,0.00002478137,0.00001054839,0.0004011542,0.000006917181,0.006816497],"genre_scores_gemma":[0.9929152,0.002177635,0.0004284595,0.0001314343,0.00001596375,0.000007616046,0.0001568936,0.00000828942,0.004158598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5912232,"threshold_uncertainty_score":0.8223684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125873240098309,"score_gpt":0.2380100313509133,"score_spread":0.2167512989499303,"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."}}