{"id":"W4395625021","doi":"10.15468/dl.4mg2bs","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":[],"category_scores_codex":[0.0009780906,0.001916855,0.001599485,0.004614611,0.0009210114,0.002574618,0.00276096,0.002098443,0.15623],"category_scores_gemma":[0.005795684,0.000908381,0.001105688,0.009426378,0.0004307109,0.002344134,0.002330414,0.002100596,0.2157177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165143,"about_ca_system_score_gemma":0.002219115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105995,"about_ca_topic_score_gemma":0.0339373,"domain_scores_codex":[0.9990205,0.0001364668,0.0001215216,0.0003403113,0.0002218324,0.0001594317],"domain_scores_gemma":[0.9977782,0.0006256211,0.0002152458,0.0005443635,0.0005650177,0.0002715032],"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":[0.00002770017,0.0000113796,0.0003308894,0.0004843067,0.00001341487,0.00001327418,0.00001899097,0.0001281253,0.00008832056,0.0003656567,0.997299,0.001218948],"study_design_scores_gemma":[0.00008850695,0.000007558393,0.001720781,0.0001830344,0.00001318536,0.00003186663,0.00006254954,0.0001774066,0.0001688639,0.0008295703,0.9967005,0.00001620539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003502865,0.00002344959,0.00003771086,0.00003303096,0.000009741873,0.000004976435,0.9989789,0.0003080216,0.0005690709],"genre_scores_gemma":[0.0001540495,0.00003139707,0.000168348,0.00004424861,0.000003440261,0.00004076964,0.9989979,0.0001295545,0.0004303923],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.84377,"threshold_uncertainty_score":0.5226413,"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."}}