{"id":"W2774888862","doi":"10.14430/arctic4679","title":"Updates to the Marine Algal Flora of the Boulder Patch in the Beaufort Sea off Northern Alaska as Revealed by DNA Barcoding + Supplementary Appendix 1 (See Article Tools)","year":2017,"lang":"en","type":"article","venue":"ARCTIC","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"DNA barcoding; Kelp forest; Arctic; Biodiversity; Flora (microbiology); Ecology; Environmental DNA; Biology; Marine ecosystem; Geography; Algae; Ecosystem; Fishery; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000861496,0.0002080094,0.00014833,0.005243165,0.0009063895,0.0006144213,0.0003921599,0.0002654777,0.01030551],"category_scores_gemma":[0.002565961,0.000197695,0.0001859032,0.005110729,0.0004110419,0.0005785958,0.0004698511,0.0003791953,0.001510412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006832344,"about_ca_system_score_gemma":0.001037493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06253365,"about_ca_topic_score_gemma":0.1616137,"domain_scores_codex":[0.9995102,0.00007603972,0.00007907725,0.0001029663,0.0001952576,0.00003644343],"domain_scores_gemma":[0.9965932,0.0008988111,0.0007609086,0.0003614663,0.001179078,0.0002065073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004347746,0.0001089975,0.5485226,0.002167304,0.0001346214,0.001812627,0.01604056,0.00197136,0.03391538,0.001538363,0.0377695,0.3555839],"study_design_scores_gemma":[0.000004368621,0.00005732626,0.8535554,0.0002803385,0.0000526127,0.0005916142,0.002766462,0.0004160634,0.001923839,0.0002905549,0.1400255,0.00003595945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7809656,0.004481197,0.005488151,0.0004732602,0.0005753178,0.0001641423,0.1706085,0.0007377384,0.03650608],"genre_scores_gemma":[0.7699029,0.004236073,0.04511878,0.0003200496,0.0002554607,0.0002568504,0.1633388,0.0002195565,0.01635157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06253365,"threshold_uncertainty_score":0.1243393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214977304531448,"score_gpt":0.2245825379146437,"score_spread":0.2124327648693292,"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."}}