{"id":"W6943580919","doi":"10.15468/dl.rdeye4","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009052804,0.0002312013,0.0002748813,0.0001121152,0.002296216,0.0002843662,0.0008027671,0.0002715962,0.08917443],"category_scores_gemma":[0.0001740524,0.000261123,0.0002155697,0.0007219554,0.0003103416,0.00147874,0.000202775,0.0003655707,0.07453589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783327,"about_ca_system_score_gemma":0.0005652724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591495,"about_ca_topic_score_gemma":0.001250875,"domain_scores_codex":[0.9974725,0.0003067661,0.0004838136,0.0001947847,0.001112802,0.0004293346],"domain_scores_gemma":[0.9987592,0.00003342361,0.0003168714,0.0003886326,0.0002555859,0.0002462988],"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":[0.00001524629,0.00003373475,0.0002783593,0.00007147421,0.00002393505,0.000001395499,0.0007927123,0.00001161812,1.770012e-9,0.000008116489,0.9981445,0.0006189175],"study_design_scores_gemma":[0.0002018878,0.00001818167,0.00002273356,0.000001622036,0.00003877098,0.000001313757,0.003277603,1.690833e-8,4.99716e-8,0.000002571062,0.9961652,0.000270073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004646695,0.00003096644,0.000002667912,0.0008171945,0.001413736,0.0005781726,0.991925,0.0001347696,0.005051012],"genre_scores_gemma":[0.00002089453,0.0001801745,5.220589e-7,0.000504957,0.000003522681,0.00001442941,0.9992744,1.099807e-8,0.000001114964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01466407,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217456255046155,"score_gpt":0.257594070814925,"score_spread":0.2354195082644635,"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."}}