{"id":"W4396364412","doi":"10.15468/dl.j52np7","title":"Occurrence Download","year":2022,"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":[0.001024373,0.002032105,0.001562602,0.004770898,0.00100953,0.002604678,0.00291989,0.002365187,0.1497299],"category_scores_gemma":[0.005931435,0.0009146198,0.001206927,0.009205481,0.0004710484,0.002399489,0.002559433,0.002223299,0.200804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771693,"about_ca_system_score_gemma":0.002280132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287069,"about_ca_topic_score_gemma":0.03905885,"domain_scores_codex":[0.9989406,0.0001503482,0.0001292264,0.0003691136,0.0002395737,0.0001711054],"domain_scores_gemma":[0.9974785,0.0007289684,0.0002301681,0.0006643055,0.0005942485,0.0003036481],"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":[0.00002695915,0.00001334593,0.0003700448,0.0004519568,0.00001343615,0.00001486754,0.00002238934,0.0001510139,0.00009467582,0.0003840818,0.9972221,0.001235238],"study_design_scores_gemma":[0.00008333408,0.00000804708,0.001786217,0.0001637438,0.00001275392,0.00003481506,0.00007358233,0.0002244945,0.0001701199,0.0008838663,0.9965408,0.00001817992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004507882,0.00002342891,0.0000470054,0.00004316845,0.00001241036,0.000005632883,0.9988117,0.0003955418,0.0006160067],"genre_scores_gemma":[0.0001694447,0.0000295741,0.00021139,0.00004602894,0.000003700698,0.00004496916,0.9989052,0.0001454918,0.0004442229],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8502702,"threshold_uncertainty_score":0.5008963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}