{"id":"W6887137451","doi":"10.15468/dl.thgn5w","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":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.0009847516,0.001992175,0.00163348,0.004872987,0.001032048,0.002564264,0.002863479,0.00213339,0.1538253],"category_scores_gemma":[0.005729184,0.0009364215,0.001148485,0.009539668,0.0004610777,0.002410347,0.002566549,0.002097177,0.2135388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583551,"about_ca_system_score_gemma":0.002333743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168817,"about_ca_topic_score_gemma":0.03720113,"domain_scores_codex":[0.9989588,0.0001430873,0.0001287603,0.000368602,0.0002289851,0.0001717628],"domain_scores_gemma":[0.9975998,0.0006748748,0.0002301842,0.0006361232,0.0005720123,0.0002869731],"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":[0.0000287219,0.00001199952,0.0003622043,0.0005010867,0.00001385422,0.00001499278,0.00002355123,0.0001202055,0.000113348,0.0003754271,0.9971685,0.001266147],"study_design_scores_gemma":[0.00007668004,0.000008065179,0.001898441,0.0001821793,0.00001331214,0.00003707797,0.00007418574,0.0001443718,0.0001837523,0.0008068676,0.9965568,0.0000184464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004199844,0.00002580799,0.00004413899,0.00003547578,0.00001142886,0.000005300648,0.9988342,0.0003648193,0.0006368392],"genre_scores_gemma":[0.0001636385,0.00003117986,0.0001973101,0.00004571177,0.000003402849,0.00004168428,0.9989163,0.0001410551,0.0004597869],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8461747,"threshold_uncertainty_score":0.514597,"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."}}