{"id":"W4395289066","doi":"10.15468/dl.653fsw","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":[0.0009104004,0.001928904,0.00157564,0.004490701,0.0009678984,0.00246403,0.002879909,0.002102787,0.145864],"category_scores_gemma":[0.005366899,0.0009169102,0.001190974,0.009107318,0.0004289142,0.002297366,0.002475643,0.002080951,0.2098875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677437,"about_ca_system_score_gemma":0.002216518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272698,"about_ca_topic_score_gemma":0.03636001,"domain_scores_codex":[0.999069,0.0001199848,0.0001184233,0.0003210084,0.0002174267,0.0001541876],"domain_scores_gemma":[0.9979694,0.0005400868,0.0001971614,0.0005213966,0.0005326704,0.0002392812],"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":[0.00002843733,0.00001143737,0.0003499741,0.0004786474,0.00001459866,0.00001518322,0.00002322705,0.0001298252,0.0001145746,0.0003983639,0.9970612,0.001374659],"study_design_scores_gemma":[0.00008061884,0.000007301097,0.001829453,0.0001768678,0.00001331055,0.00003648217,0.00006852022,0.0001764357,0.0001862562,0.0007607857,0.9966471,0.00001689107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004298067,0.00002620859,0.00004846033,0.00003682058,0.00001150724,0.000005379097,0.9987685,0.0004182828,0.0006417811],"genre_scores_gemma":[0.0001549695,0.00003190836,0.0002033075,0.00004477805,0.000003235264,0.0000396836,0.9989396,0.0001575442,0.0004251063],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.854136,"threshold_uncertainty_score":0.4879636,"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."}}