{"id":"W2786355074","doi":"10.3897/zookeys.731.19854","title":"Amphipod family distributions around Iceland","year":2018,"lang":"en","type":"article","venue":"ZooKeys","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Volkswagen Foundation; European Commission","keywords":"Benthic zone; Amphipoda; Fauna; Taxon; Invertebrate; Ecology; Arctic; Geography; Crustacean; Abundance (ecology); Biology; Icelandic; Taxonomy (biology); Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001363544,0.000157502,0.0001195508,0.001227456,0.0002873602,0.000366262,0.0001093522,0.0001112061,0.001649683],"category_scores_gemma":[0.0002193153,0.00009508122,0.0001323241,0.0006271773,0.0002485899,0.0002233704,0.0003492206,0.000100111,0.0002694072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185491,"about_ca_system_score_gemma":0.0002418242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03124615,"about_ca_topic_score_gemma":0.05548394,"domain_scores_codex":[0.9999309,0.000008359893,0.000009300963,0.00002585551,0.000009486796,0.00001611095],"domain_scores_gemma":[0.9997936,0.00002737363,0.0000695393,0.000009161377,0.00005659665,0.00004381884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006100625,0.00000786417,0.9897545,0.00002196881,0.00002292598,0.0000778766,0.0007031899,0.0002229225,0.001605619,0.00006684806,0.0003863313,0.0070689],"study_design_scores_gemma":[6.2663e-7,0.000008928,0.999323,0.000005437155,0.000002566046,0.00004004382,0.000250587,0.00005130693,0.00003417377,0.000004761509,0.0002776415,8.878816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976957,0.0001817558,0.00003346751,0.00001379461,0.000001827779,0.000002928564,0.0008625352,0.000003836108,0.001204122],"genre_scores_gemma":[0.997445,0.0003098159,0.0001434812,0.00001565974,0.000005599041,0.00001006903,0.001323573,0.000002433991,0.000744432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03124615,"threshold_uncertainty_score":0.06212854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471698490976789,"score_gpt":0.2532596476470949,"score_spread":0.228542662737327,"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."}}