{"id":"W4395919304","doi":"10.15468/dl.a3rdyh","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0009278494,0.001901297,0.001501435,0.00528379,0.0007802697,0.002322244,0.002522187,0.001751848,0.1637998],"category_scores_gemma":[0.005814003,0.0008419328,0.001030662,0.01073952,0.0003919368,0.002141425,0.002322121,0.001679564,0.2060571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720343,"about_ca_system_score_gemma":0.002314787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02750815,"about_ca_topic_score_gemma":0.03921237,"domain_scores_codex":[0.9990214,0.0001227697,0.0001369047,0.0003180356,0.0002280899,0.0001727396],"domain_scores_gemma":[0.9974084,0.0006438431,0.0002476924,0.0006303183,0.000740492,0.0003292573],"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":[0.00003296906,0.000009466037,0.0003564108,0.0004662908,0.00001401564,0.00001361363,0.0000168522,0.0001313722,0.00009934804,0.0003214306,0.9970865,0.001451691],"study_design_scores_gemma":[0.00008717177,0.00000859332,0.002244753,0.000164476,0.00001299431,0.00003105779,0.00005778249,0.0001768308,0.0001894626,0.0006797995,0.99633,0.0000170066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003466848,0.00001814269,0.00002770795,0.00002597897,0.000008225735,0.000004507339,0.9991149,0.0002761063,0.0004897703],"genre_scores_gemma":[0.0001561105,0.00002854913,0.0001421352,0.0000363351,0.000003314233,0.00003504972,0.9990548,0.000115464,0.0004282448],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8362002,"threshold_uncertainty_score":0.5479648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308734556687132,"score_gpt":0.1814578002100233,"score_spread":0.168370454643152,"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."}}