{"id":"W7074581490","doi":"","title":"Comparison of soil derived tetraether membrane lipid distributions and plant-wax δD compositions for reconstruction of Canadian Arctic temperatures","year":2014,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Soil water; Arctic; Tundra; Carbon cycle; Cryosphere; Climate change","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":[],"consensus_categories":[],"category_scores_codex":[0.0002028633,0.0001617028,0.0005155763,0.001089116,0.0005916028,0.00002441924,0.000253211,0.0001488949,0.0001598999],"category_scores_gemma":[0.00004629861,0.0002194239,0.0001608109,0.0005227454,0.0004415919,0.0002560303,0.00007160866,0.0001341982,0.00001757221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311659,"about_ca_system_score_gemma":0.00008814203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951504,"about_ca_topic_score_gemma":0.007122193,"domain_scores_codex":[0.9989182,0.00004774664,0.0003200154,0.000417892,0.00003875647,0.0002573387],"domain_scores_gemma":[0.9988716,0.0001635017,0.0003926861,0.0002616651,0.0001332652,0.0001772464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006942744,0.0008288647,0.2459409,0.0007205231,0.002058619,0.00003645534,0.005812082,0.0008394137,0.008968536,0.7020174,0.02985515,0.002227789],"study_design_scores_gemma":[0.007458964,0.0007456631,0.0377377,0.0004892102,0.0008289888,0.0001052393,0.02999849,0.007046074,0.03543543,0.001851001,0.8764954,0.001807869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7611814,0.0001718355,0.001557971,0.0003341303,0.001687438,0.0004243161,0.003309068,0.00005978419,0.231274],"genre_scores_gemma":[0.976826,0.0001216975,0.0009748106,0.000008961077,0.00003993117,3.338851e-7,0.00007173259,0.000008693009,0.02194781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8466402,"threshold_uncertainty_score":0.9870141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476971450602222,"score_gpt":0.1797868258556242,"score_spread":0.155017111349602,"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."}}