{"id":"W4395333514","doi":"10.15468/dl.5dagz2","title":"Occurrence Download","year":2020,"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":[0.0009113133,0.001986843,0.001535151,0.004441353,0.0009828915,0.00257136,0.002999499,0.002076778,0.1748301],"category_scores_gemma":[0.005889991,0.0009240589,0.001146457,0.009187211,0.0004441366,0.002446502,0.002480642,0.002072682,0.2255601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174545,"about_ca_system_score_gemma":0.002318958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567467,"about_ca_topic_score_gemma":0.03905279,"domain_scores_codex":[0.9990625,0.000121284,0.0001128823,0.0003128515,0.0002313167,0.0001592195],"domain_scores_gemma":[0.9978439,0.0005876578,0.0001793814,0.0005415239,0.0005932369,0.0002543232],"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":[0.00002551461,0.00001007166,0.0002893288,0.0003850019,0.00001123843,0.00001324921,0.00001986146,0.0001179416,0.00008125682,0.0003514475,0.9974042,0.001290918],"study_design_scores_gemma":[0.00008032903,0.000007051869,0.001664532,0.0001619028,0.00001211562,0.00003743089,0.00007356721,0.0002077071,0.0001924991,0.0008322829,0.9967134,0.0000171926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003934422,0.00002257126,0.00005083413,0.0000398573,0.00001130676,0.000005233802,0.9986394,0.0004656675,0.0007258295],"genre_scores_gemma":[0.0001663269,0.00002971468,0.0002061477,0.00004428357,0.000003298584,0.00004072748,0.9988152,0.0001806398,0.0005136511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8251699,"threshold_uncertainty_score":0.5848649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}