{"id":"W7100155844","doi":"","title":"ARCTIC Distribution, Abundance and Diversity of Benthic Macroinvertebrates on the Canadian Continental Shelf and Slope","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Continental shelf; Invertebrate; Abundance (ecology); Arctic; Water mass; Relative species abundance","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":[],"consensus_categories":[],"category_scores_codex":[0.0003326614,0.0002143538,0.0002276421,0.001581732,0.002131267,0.0008019574,0.0003623129,0.0001745011,0.001241412],"category_scores_gemma":[0.0007173198,0.0002378801,0.0002108475,0.001926433,0.0004450069,0.000195078,0.0004657138,0.0001692617,0.0002074807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005312341,"about_ca_system_score_gemma":0.005604309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801316,"about_ca_topic_score_gemma":0.994451,"domain_scores_codex":[0.9996506,0.0000183557,0.00001374608,0.00004726321,0.0001575807,0.000112524],"domain_scores_gemma":[0.999062,0.00002795552,0.0001028168,0.00001849919,0.0005788877,0.0002098166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005439929,0.000006443349,0.9935201,0.00001759565,0.00004436351,0.00004609786,0.0006105099,0.000075508,0.00110187,0.00005935408,0.0005347086,0.003929053],"study_design_scores_gemma":[7.615359e-7,0.00000414229,0.9989786,0.000007026583,0.000005359549,0.00002257318,0.0003437929,0.00005612077,0.0000543993,0.000003746835,0.0005216158,0.000001934337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958975,0.0003314941,0.00005285046,0.00004830757,0.00000465323,0.000006797115,0.001844367,0.00000566677,0.001808392],"genre_scores_gemma":[0.9974385,0.0002602263,0.0001280487,0.00002215592,0.000002741555,0.000005536002,0.00115375,0.000002755642,0.0009861949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986843,"threshold_uncertainty_score":0.03997082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161461448713024,"score_gpt":0.1907914792202371,"score_spread":0.1791768647331069,"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."}}