{"id":"W6908734610","doi":"10.3389/fmicb.2021.581124.s002","title":"Image_2_Patterns in Benthic Microbial Community Structure Across Environmental Gradients in the Beaufort Sea Shelf and Slope.JPEG","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Community structure; Ecosystem; Abiotic component; Benthos; Microbial population biology; Continental shelf; Arctic; Organic matter; Anoxic waters","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":[0.00009040264,0.0001935971,0.0001511408,0.001992221,0.0002683534,0.000800725,0.0002507207,0.0002786469,0.04454299],"category_scores_gemma":[0.0002299748,0.0001454018,0.0002484159,0.001680734,0.0001339971,0.0002998421,0.0003534892,0.0001894531,0.005594711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741808,"about_ca_system_score_gemma":0.0002411417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08918174,"about_ca_topic_score_gemma":0.1752287,"domain_scores_codex":[0.9999566,0.00000256311,0.000001615995,0.00001001764,0.00001733724,0.00001185169],"domain_scores_gemma":[0.9998671,0.00002105065,0.00002062722,0.0000101119,0.00005427267,0.00002691665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005302306,0.0001045093,0.1895709,0.0008837795,0.0001612304,0.0007096971,0.001334285,0.002098351,0.02665647,0.0008958903,0.4923318,0.2847228],"study_design_scores_gemma":[0.0000270576,0.00002588511,0.9248941,0.00007624218,0.00001901214,0.0003161462,0.0004319061,0.002467062,0.0009076123,0.0001728971,0.07064302,0.0000190788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.427998,0.002106935,0.005822815,0.002084229,0.0005501,0.0002111934,0.4261985,0.009391563,0.1256367],"genre_scores_gemma":[0.6613331,0.001472188,0.01663081,0.0004008447,0.0003848276,0.0001278068,0.2615154,0.001617276,0.05651771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08918174,"threshold_uncertainty_score":0.1773253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315033186847005,"score_gpt":0.2809550348299228,"score_spread":0.2494517161452223,"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."}}