{"id":"W6924428333","doi":"10.15468/dl.cbskhy","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","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":[0.0009612902,0.00195243,0.001615335,0.005016997,0.00107234,0.00289836,0.002870598,0.002092873,0.1490629],"category_scores_gemma":[0.0061454,0.0009563568,0.001440931,0.009920622,0.0004341591,0.002464021,0.002629038,0.002098277,0.2256367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679718,"about_ca_system_score_gemma":0.002598427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093633,"about_ca_topic_score_gemma":0.03442101,"domain_scores_codex":[0.9988482,0.0001466377,0.0001663005,0.000418642,0.0002403807,0.000179703],"domain_scores_gemma":[0.9976553,0.0006264108,0.0002029847,0.0006414896,0.0006159425,0.000257864],"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":[0.00003209424,0.00001204232,0.0004503167,0.000652213,0.00001717405,0.00001753201,0.00002480616,0.0001327715,0.0001311359,0.000425274,0.9962862,0.001818424],"study_design_scores_gemma":[0.00005985477,0.00000718816,0.00154601,0.0001833767,0.0000139782,0.0000358321,0.00006661896,0.0001464726,0.0001897436,0.0007099153,0.9970257,0.00001523592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004132051,0.00003099894,0.00004987856,0.00003814524,0.00001290884,0.000006293956,0.9987457,0.0004148128,0.0006598724],"genre_scores_gemma":[0.0001424006,0.00004203381,0.0002176083,0.00004995357,0.000003505563,0.00004431821,0.9988483,0.0001428661,0.0005088915],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8509371,"threshold_uncertainty_score":0.4986651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297384936687301,"score_gpt":0.2240028345309959,"score_spread":0.2110289851641229,"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."}}