{"id":"W6905600632","doi":"10.15468/dl.qfo8xk","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laminaria digitata; Fucus vesiculosus; Saccharina; Ascophyllum; Fucus; Laminaria","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":[0.0007104591,0.002354236,0.001851171,0.006934368,0.00132809,0.003623587,0.002932441,0.002509954,0.1724104],"category_scores_gemma":[0.006265196,0.0009307124,0.001658664,0.012145,0.0003668068,0.004157785,0.002983598,0.002193281,0.2842953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851182,"about_ca_system_score_gemma":0.002326422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826638,"about_ca_topic_score_gemma":0.03411261,"domain_scores_codex":[0.9986538,0.0001405912,0.000205264,0.0004765218,0.0003104172,0.0002134378],"domain_scores_gemma":[0.9972582,0.000641189,0.0002248237,0.0007321048,0.0008388361,0.0003048389],"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":[0.00004959622,0.00001740616,0.0005905015,0.0006827417,0.00001675822,0.00003222957,0.00002645616,0.000146639,0.0001471885,0.0004869382,0.9940957,0.003707893],"study_design_scores_gemma":[0.00005057597,0.00001318206,0.001663689,0.0001769714,0.00001321439,0.00007153983,0.0001020821,0.000350261,0.0002023257,0.0009185117,0.9964182,0.00001956185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001094517,0.0001002083,0.0001188993,0.00008057134,0.00003267809,0.00001111833,0.9963545,0.001347792,0.00184482],"genre_scores_gemma":[0.0003018432,0.00008231217,0.0003966457,0.00007623296,0.0000087686,0.00003799988,0.9979665,0.0002126813,0.000916991],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8275896,"threshold_uncertainty_score":0.5767703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225412765836933,"score_gpt":0.2352696232258381,"score_spread":0.2127283466421448,"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."}}