{"id":"W6924460865","doi":"10.15468/dl.8eyzmb","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Species name; Taxonomy (biology); Sargassum; Correct name","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":["insufficient_payload"],"category_scores_codex":[0.0007353528,0.002331595,0.002092634,0.007454115,0.001318184,0.003592624,0.002707026,0.002401082,0.3026238],"category_scores_gemma":[0.005608534,0.0008409134,0.001476011,0.01154208,0.0003729592,0.003651689,0.003467839,0.001985632,0.4331034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698928,"about_ca_system_score_gemma":0.0021974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857151,"about_ca_topic_score_gemma":0.03351637,"domain_scores_codex":[0.9988673,0.0001182068,0.0001617877,0.0003849773,0.0002556629,0.0002120804],"domain_scores_gemma":[0.9977322,0.000485474,0.000198271,0.0004833769,0.000782317,0.0003183888],"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":[0.00005349597,0.00001353186,0.0004305472,0.0007179346,0.00001219425,0.00003019517,0.0000242785,0.00008688248,0.0001308831,0.0004101596,0.9943388,0.003751151],"study_design_scores_gemma":[0.00005721654,0.00001223139,0.001523636,0.0002008565,0.00001145577,0.00006092586,0.00008522768,0.0002337265,0.0001405674,0.0008407444,0.9968157,0.00001769442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008310137,0.00009210429,0.0001068223,0.00007659081,0.00002874005,0.00001198268,0.995678,0.001394024,0.002528568],"genre_scores_gemma":[0.0002851897,0.00008750403,0.0003776969,0.0000943074,0.00001081229,0.00004440405,0.9973187,0.0003049511,0.00147646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6973763,"threshold_uncertainty_score":0.9947225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}