{"id":"W6942089077","doi":"10.1371/journal.pone.0270474.g002","title":"Arctic isoscape.","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Arctic; Estuary; The arctic; Particulates; Standard deviation","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":[0.0004436917,0.001011434,0.0004704985,0.002454795,0.0008132356,0.002181573,0.0005304574,0.0003183263,0.1082925],"category_scores_gemma":[0.0008591102,0.0003644297,0.0003650721,0.004408194,0.0001503397,0.0007050239,0.0007873672,0.0007058547,0.066148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576181,"about_ca_system_score_gemma":0.003162542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2742657,"about_ca_topic_score_gemma":0.3151259,"domain_scores_codex":[0.9997041,0.00002717315,0.00002648638,0.00006855699,0.0001313464,0.0000423546],"domain_scores_gemma":[0.9994978,0.00004611308,0.0000533802,0.00003569662,0.0002845946,0.00008235218],"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":[0.0001478229,0.00001833882,0.002989016,0.000656806,0.00002138991,0.0001127584,0.0001969733,0.0005920679,0.0004978297,0.004901455,0.8819364,0.1079291],"study_design_scores_gemma":[0.000005722921,0.000003545346,0.005514811,0.0001389645,0.000005976137,0.00004481248,0.0001482294,0.0001037386,0.0001935418,0.0003276396,0.9935062,0.00000670682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005134834,0.00896221,0.00202514,0.001192776,0.001758027,0.00006132659,0.6110808,0.003007883,0.366777],"genre_scores_gemma":[0.03269089,0.01164355,0.01365042,0.0006533584,0.0003533956,0.0001998878,0.5339442,0.00418393,0.4026803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2742657,"threshold_uncertainty_score":0.5453386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081984784388224,"score_gpt":0.2063833179508673,"score_spread":0.185563470106985,"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."}}