{"id":"W4396192273","doi":"10.15468/dl.d5m5fv","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":[0.0009087498,0.001940329,0.001531898,0.004238678,0.0009511971,0.002422243,0.002816984,0.002104667,0.1438737],"category_scores_gemma":[0.005398731,0.0008765386,0.001147632,0.009013015,0.0004151145,0.002168194,0.002385587,0.002050514,0.2033067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728275,"about_ca_system_score_gemma":0.00222876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489457,"about_ca_topic_score_gemma":0.04127178,"domain_scores_codex":[0.9990701,0.000126243,0.00012017,0.0003134835,0.0002172329,0.0001527693],"domain_scores_gemma":[0.997943,0.0005737456,0.0001979708,0.0005083365,0.0005378614,0.000239117],"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":[0.00002726569,0.00001094117,0.000345496,0.0004599863,0.00001336162,0.00001455978,0.0000226912,0.0001285299,0.00009645456,0.0003742731,0.9972073,0.001299186],"study_design_scores_gemma":[0.00008046332,0.000007048746,0.001768696,0.0001712169,0.00001263749,0.0000348992,0.00006851261,0.0001966392,0.0001786423,0.0007789612,0.9966854,0.00001682725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004116993,0.00002463239,0.0000483269,0.00003584914,0.00001040016,0.000005295065,0.9988085,0.0003965172,0.0006292207],"genre_scores_gemma":[0.0001656931,0.00003129779,0.000215909,0.00004461245,0.000003224486,0.00004469511,0.9989063,0.0001552081,0.0004331005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8561263,"threshold_uncertainty_score":0.4813055,"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."}}