{"id":"W4395339929","doi":"10.15468/dl.6x982j","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.0007466018,0.002311732,0.001975136,0.006403842,0.001136763,0.00342784,0.002413488,0.002213942,0.3427169],"category_scores_gemma":[0.005341505,0.0008310925,0.001507858,0.00962694,0.000369778,0.003182893,0.003661977,0.001943699,0.4306261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531991,"about_ca_system_score_gemma":0.002112542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683508,"about_ca_topic_score_gemma":0.03065018,"domain_scores_codex":[0.9989696,0.0001089086,0.0001426442,0.000360166,0.0002272145,0.0001915329],"domain_scores_gemma":[0.9978479,0.0005105117,0.0001834172,0.00051758,0.0006112733,0.000329234],"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":[0.00004733561,0.00001484365,0.0003504442,0.0006049737,0.00001273889,0.0000224213,0.0000225003,0.00009632742,0.0001154533,0.0004162531,0.9949132,0.003383351],"study_design_scores_gemma":[0.00007908668,0.00001417467,0.001488189,0.0001906246,0.00001372353,0.00005241687,0.00007551059,0.0002747294,0.00014425,0.001019536,0.9966289,0.00001877499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006804703,0.00006337009,0.00009978284,0.00007005164,0.00002857526,0.0000111662,0.9961809,0.001492501,0.001985661],"genre_scores_gemma":[0.0002714134,0.00007252791,0.0004145243,0.0001069466,0.0000104413,0.00004758715,0.9973142,0.0003588343,0.001403466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6572831,"threshold_uncertainty_score":0.9375345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}