{"id":"W6949059914","doi":"10.5281/zenodo.12204755","title":"Avis VeeloBooster : Complet pour des performances améliorées","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web site; Ile de france; Protozoal disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007234742,0.00124171,0.0007917839,0.001262235,0.0009633187,0.003447101,0.0008233932,0.001435313,0.4325775],"category_scores_gemma":[0.001003129,0.0004554889,0.0008201333,0.0006988865,0.0005983211,0.002129854,0.00167454,0.00206027,0.307429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912365,"about_ca_system_score_gemma":0.0008816813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848377,"about_ca_topic_score_gemma":0.004426314,"domain_scores_codex":[0.9993275,0.00006761478,0.00001768138,0.00008784817,0.0003961654,0.0001031902],"domain_scores_gemma":[0.9994406,0.00007560406,0.00002544941,0.00006059519,0.0001825635,0.0002151423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002601547,0.0006249832,0.000525022,0.0015098,0.0000448384,0.0009185151,0.0003446797,0.0004044179,0.06897057,0.009403849,0.4701473,0.4445045],"study_design_scores_gemma":[0.00009538219,0.00024373,0.0006739416,0.0001297394,0.00001326644,0.0004828219,0.00009792546,0.0001418923,0.01197594,0.0006805702,0.9854388,0.00002591749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01955566,0.01743926,0.01017127,0.003183881,0.00671523,0.0005412044,0.006498372,0.01342566,0.9224694],"genre_scores_gemma":[0.03061046,0.00515874,0.004799216,0.0008271437,0.0007065078,0.0001295469,0.002862691,0.002922806,0.9519828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4325775,"threshold_uncertainty_score":0.8093594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05810552133706291,"score_gpt":0.2554794762845576,"score_spread":0.1973739549474947,"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."}}