{"id":"W6962477620","doi":"10.15468/dl.ycweph","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Set (abstract data type); Identification (biology)","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":[0.0008950011,0.00204001,0.001567026,0.005000173,0.000971546,0.00258012,0.002766744,0.001988448,0.1655382],"category_scores_gemma":[0.005615492,0.0009503369,0.001142299,0.009897578,0.0004270852,0.002340009,0.002522206,0.001891794,0.2295463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538653,"about_ca_system_score_gemma":0.002259736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920416,"about_ca_topic_score_gemma":0.03353674,"domain_scores_codex":[0.9989709,0.0001360544,0.0001309331,0.0003703568,0.0002180939,0.0001738496],"domain_scores_gemma":[0.9976748,0.0006257955,0.0002228667,0.0006026389,0.0006025099,0.0002713989],"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":[0.00003130473,0.00001087783,0.0003572299,0.0005542077,0.00001401552,0.00001418935,0.00002049753,0.0001124792,0.0001264678,0.0003851336,0.9969758,0.001397943],"study_design_scores_gemma":[0.0000672433,0.000008511264,0.001687905,0.0001731876,0.00001354938,0.00003427907,0.0000569081,0.0001262444,0.0001887466,0.0007454478,0.9968805,0.00001750082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003990669,0.00002733829,0.00003946784,0.00003082574,0.00001128204,0.000004733068,0.9988552,0.0003262323,0.0006650117],"genre_scores_gemma":[0.0001501432,0.00003470196,0.0001817024,0.00004504777,0.000003525027,0.00003927177,0.9988884,0.0001373043,0.0005198122],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8344617,"threshold_uncertainty_score":0.5537806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}