{"id":"W6888534108","doi":"10.18739/a2ns0kx7h","title":"Arctic soil microbes are not consuming ancient soil carbon: Implications for depositional environments, Canada, 2011","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil carbon; Arctic; Soil water; Total organic carbon; Carbon cycle; Carbon fibers; Sedimentary depositional environment; Soil organic matter","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000319873,0.001029725,0.0009927237,0.0003579584,0.0005243389,0.0001394923,0.001217184,0.0005349545,0.0005466749],"category_scores_gemma":[0.0001347943,0.001159474,0.0003183323,0.0001850354,0.000288704,0.0001417085,0.0004066451,0.0007481991,0.002216305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296698,"about_ca_system_score_gemma":0.002517408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3228683,"about_ca_topic_score_gemma":0.5252721,"domain_scores_codex":[0.9950501,0.0001490422,0.0009798059,0.001625702,0.0008483632,0.00134698],"domain_scores_gemma":[0.9956169,0.0005269655,0.00100096,0.002243133,0.0001510021,0.0004610341],"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":[0.00009859854,0.0002567578,0.002703269,0.0004677174,0.0003560029,0.00002425099,0.00001229086,0.0001869401,0.01236305,0.000009548676,0.9834881,0.00003344628],"study_design_scores_gemma":[0.001251451,0.00005118374,0.04407879,0.0003298711,0.0009200107,0.0002069944,0.00005486231,0.00009009651,0.001810697,0.00001594167,0.9498039,0.001386232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01126442,0.00233388,0.00001599183,0.0004361974,0.001084958,0.001706862,0.9830496,0.00004840441,0.00005970983],"genre_scores_gemma":[0.01591853,0.0003333836,0.0001359256,0.001735979,0.0004849688,0.000922499,0.9797776,0.0002562733,0.0004348343],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2024038,"threshold_uncertainty_score":0.9990855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225180595092107,"score_gpt":0.2451107579504752,"score_spread":0.2225926984412645,"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."}}