{"id":"W6924778299","doi":"10.15468/dl.qrbw5m","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Data set","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":[0.001200719,0.001981198,0.001490245,0.004869159,0.001086414,0.002552188,0.002996026,0.001986881,0.1444864],"category_scores_gemma":[0.006552816,0.0008636847,0.001195216,0.008617043,0.0004731249,0.002030605,0.002427667,0.002130907,0.2056331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624129,"about_ca_system_score_gemma":0.002461446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876255,"about_ca_topic_score_gemma":0.03360871,"domain_scores_codex":[0.9989034,0.0001693702,0.0001387809,0.00037123,0.0002548284,0.0001624559],"domain_scores_gemma":[0.9975024,0.0007736162,0.0002167541,0.0006276309,0.0005940686,0.0002854682],"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":[0.00002608638,0.0000122889,0.0003424521,0.0004569944,0.00001405274,0.00001411813,0.00002394074,0.0001175944,0.0001040353,0.0004169049,0.9971051,0.001366556],"study_design_scores_gemma":[0.00007653439,0.000007648438,0.001672883,0.0001657634,0.00001439702,0.00003646816,0.00007663673,0.000190391,0.0002036168,0.000951928,0.9965866,0.00001723671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004782963,0.0000253768,0.00005941196,0.00003754577,0.00001154685,0.000006180209,0.9987242,0.0004311376,0.0006567189],"genre_scores_gemma":[0.0001632156,0.00002911798,0.000254095,0.00004119292,0.000003298384,0.00005319496,0.9988507,0.0001642195,0.0004409758],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8555136,"threshold_uncertainty_score":0.4833552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034390787589907,"score_gpt":0.2976054888939758,"score_spread":0.2672615810180767,"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."}}