{"id":"W4395155185","doi":"10.15468/dl.3nse4y","title":"Occurrence Download","year":2023,"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":[0.0008434915,0.00202654,0.001604113,0.004479177,0.001066492,0.002618848,0.002944764,0.002288183,0.1391635],"category_scores_gemma":[0.005339638,0.0009106155,0.001393703,0.008493708,0.0004305536,0.002527475,0.002520043,0.002141498,0.2078687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666598,"about_ca_system_score_gemma":0.002350417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993339,"about_ca_topic_score_gemma":0.03344594,"domain_scores_codex":[0.9990239,0.0001288586,0.0001235235,0.0003634725,0.0001975991,0.0001626231],"domain_scores_gemma":[0.9980525,0.0005247307,0.0001663742,0.0005219699,0.0005055576,0.0002289345],"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":[0.00003185045,0.00001319893,0.0004150623,0.0006194455,0.00001576659,0.00001810754,0.0000236202,0.0001320743,0.0001238657,0.0003715928,0.9965537,0.001681785],"study_design_scores_gemma":[0.00007696779,0.000008592853,0.001695011,0.0001959697,0.00001476794,0.00004318358,0.00006882617,0.0002156126,0.0002085669,0.0007891866,0.9966665,0.00001679839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005672915,0.00004054288,0.00005649107,0.00004709444,0.00001471409,0.000007470263,0.9984328,0.0005505705,0.0007934722],"genre_scores_gemma":[0.0001797907,0.00004107402,0.0002255388,0.00005843834,0.000003799528,0.0000485656,0.9987946,0.000157602,0.0004906564],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8608365,"threshold_uncertainty_score":0.4655482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}