{"id":"W6962478834","doi":"10.15468/dl.s8j4xj","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Educational Methods and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004358519,0.0002039063,0.0002119416,0.0001486857,0.000408662,0.000159652,0.002054839,0.0002263591,0.01011682],"category_scores_gemma":[0.0001985724,0.0002209418,0.000112819,0.0006402681,0.0001098684,0.001101929,0.00148602,0.0004031169,0.0340815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003682031,"about_ca_system_score_gemma":0.0003029778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644109,"about_ca_topic_score_gemma":0.000003263269,"domain_scores_codex":[0.9985238,0.0001187995,0.0003125294,0.00028864,0.000499845,0.0002563543],"domain_scores_gemma":[0.9984814,0.00004679705,0.000296804,0.0009003056,0.0001721522,0.0001025664],"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":[0.00000411585,0.00003846581,0.0002271894,0.00003773678,0.00001398717,0.000001619592,0.0000278997,0.000003576641,1.145022e-8,0.000021857,0.9927315,0.006892073],"study_design_scores_gemma":[0.0001205204,0.00003984063,0.00005455232,4.688929e-7,0.00001068849,0.00001247266,0.00006008163,3.881417e-7,0.000001335515,0.00004643844,0.9994382,0.0002150518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004261228,0.00002622316,0.0006283699,0.0009849279,0.001375686,0.0001927452,0.9964879,0.0001809181,0.00008065467],"genre_scores_gemma":[0.000001672037,0.00004226709,0.0001801565,0.0008251161,8.363579e-7,0.00001120696,0.9989386,5.918959e-9,9.037835e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02396468,"threshold_uncertainty_score":0.990788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200387941007846,"score_gpt":0.2561394328483944,"score_spread":0.234135553438316,"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."}}