{"id":"W4396297641","doi":"10.15468/dl.gds2ct","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":[0.0009926783,0.001979923,0.001565747,0.004418322,0.000969817,0.002542295,0.002900719,0.002149669,0.1564372],"category_scores_gemma":[0.005921886,0.0009365526,0.001126872,0.008795439,0.0004531864,0.002350545,0.002482768,0.002189933,0.216779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688117,"about_ca_system_score_gemma":0.002269342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02085996,"about_ca_topic_score_gemma":0.03568803,"domain_scores_codex":[0.9989821,0.0001387166,0.0001221008,0.0003648958,0.0002275641,0.0001645879],"domain_scores_gemma":[0.9976614,0.000664907,0.0002247615,0.0005900541,0.0005663523,0.0002925326],"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":[0.00002356846,0.00001068117,0.0003041467,0.0004221791,0.00001213551,0.00001234578,0.0000186237,0.0001247009,0.00008469394,0.0003347165,0.9975096,0.001142578],"study_design_scores_gemma":[0.00008084174,0.000007621881,0.001683462,0.0001632537,0.00001252657,0.0000328269,0.00006301879,0.0001994695,0.0001729047,0.0008463881,0.9967205,0.00001727474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003902963,0.00002363443,0.00004721685,0.00003925274,0.00001200376,0.000005339627,0.9988387,0.0003909009,0.0006038918],"genre_scores_gemma":[0.0001657178,0.00003076301,0.0002074786,0.00004946442,0.000003754818,0.00004722737,0.9988515,0.0001624847,0.0004816401],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435628,"threshold_uncertainty_score":0.5233345,"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."}}