{"id":"W6962492483","doi":"10.15468/dl.zbqyhx","title":"Occurrence Download","year":2024,"lang":"fr","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Directive; European union; Habitat; Abundance (ecology); Habitats Directive","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":[0.001039476,0.002483248,0.002104325,0.005871981,0.001105669,0.003430949,0.002528825,0.002157702,0.2789824],"category_scores_gemma":[0.007318606,0.001063445,0.001944859,0.008965748,0.0003946288,0.003389322,0.003366849,0.002185644,0.3512626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437137,"about_ca_system_score_gemma":0.002707021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233823,"about_ca_topic_score_gemma":0.0421267,"domain_scores_codex":[0.9985655,0.0001896421,0.0001950794,0.0005238918,0.0003043807,0.0002215492],"domain_scores_gemma":[0.9968767,0.0009194168,0.00019959,0.0008534449,0.0007814383,0.0003693116],"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":[0.00006292978,0.00001934474,0.000455661,0.0006722108,0.00002158552,0.00002079148,0.0000313154,0.0001834545,0.0001215135,0.0004380711,0.9936349,0.004338307],"study_design_scores_gemma":[0.00009325765,0.00001749499,0.001814432,0.0001843398,0.00001942071,0.00004556538,0.0001060883,0.0004320366,0.0002065792,0.001464212,0.9955889,0.00002762481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007030855,0.00005088534,0.0001416349,0.00006382573,0.00003303691,0.00001578945,0.9961368,0.001772,0.001715701],"genre_scores_gemma":[0.0002748916,0.00006346203,0.0007739388,0.00009780727,0.000009055746,0.00007958207,0.9970214,0.0003926418,0.001287188],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7210176,"threshold_uncertainty_score":0.933289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748220054248834,"score_gpt":0.2309940918584295,"score_spread":0.2135118913159412,"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."}}