{"id":"W6962415703","doi":"10.15468/dl.v5vw9k","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; Set (abstract data type)","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":[0.0009536449,0.001949237,0.001622763,0.0050349,0.0009936435,0.002752982,0.002793479,0.002117962,0.1672166],"category_scores_gemma":[0.006766209,0.0009218336,0.001214786,0.009745616,0.0004310778,0.002534694,0.002686513,0.002022548,0.2340421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614169,"about_ca_system_score_gemma":0.002379718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121061,"about_ca_topic_score_gemma":0.034368,"domain_scores_codex":[0.9989436,0.0001346088,0.0001297485,0.0003804514,0.000238526,0.0001729587],"domain_scores_gemma":[0.9975171,0.00071391,0.0002259994,0.0006323782,0.0006340434,0.0002765065],"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":[0.00002921227,0.00001037903,0.0004085765,0.0005861182,0.000015703,0.00001441481,0.00002334574,0.0001373324,0.0001046612,0.0003769053,0.9967688,0.001524587],"study_design_scores_gemma":[0.00007465757,0.000008646016,0.001765759,0.0002030867,0.00001531414,0.00003579565,0.0000765132,0.0001943714,0.0001742318,0.0008583598,0.9965757,0.00001755323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003747324,0.00002806892,0.00004637357,0.00003773568,0.00001225375,0.000005055826,0.9988237,0.0004219666,0.0005873755],"genre_scores_gemma":[0.0001783673,0.00003870032,0.0002250237,0.00005000924,0.000004030243,0.00004488545,0.998792,0.0001724537,0.0004946451],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8327835,"threshold_uncertainty_score":0.5593951,"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."}}