{"id":"W6924695831","doi":"10.15468/dl.tjx6vy","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; State (computer science)","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":[0.0009716752,0.002008346,0.001433151,0.004738343,0.001039582,0.002575634,0.002879343,0.002145368,0.141965],"category_scores_gemma":[0.005983914,0.0008442735,0.00127855,0.008507928,0.000445263,0.002195661,0.002450133,0.002099785,0.2191231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164024,"about_ca_system_score_gemma":0.002360375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152501,"about_ca_topic_score_gemma":0.04013213,"domain_scores_codex":[0.9989969,0.0001555826,0.000123158,0.0003508429,0.0002154742,0.0001580774],"domain_scores_gemma":[0.9976447,0.0006970332,0.0002005848,0.0006031745,0.0005792532,0.0002750639],"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":[0.00002507659,0.00001300848,0.0003716342,0.0004516297,0.00001329393,0.00001399326,0.00002032041,0.0001135785,0.00008063841,0.0003080224,0.9972627,0.0013261],"study_design_scores_gemma":[0.00007843659,0.00001016891,0.002037289,0.0002046751,0.00001528709,0.00004279635,0.00008214638,0.0002034041,0.0001741093,0.0008808743,0.9962529,0.00001790808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005200592,0.00003560173,0.00004897624,0.0000480465,0.00001480369,0.000006950509,0.9987191,0.000402406,0.0006721856],"genre_scores_gemma":[0.0001618725,0.00003776301,0.0001930532,0.00005398912,0.000004097578,0.00004886901,0.9988551,0.0001229422,0.0005223666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.858035,"threshold_uncertainty_score":0.4749202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598213269117886,"score_gpt":0.2670318008145206,"score_spread":0.2410496681233417,"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."}}