{"id":"W2236962102","doi":"10.1016/j.yqres.2015.12.003","title":"Using noble gas ratios to determine the origin of ground ice","year":2016,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Concordia University of Edmonton","funders":"","keywords":"Geology; Snow; Ice core; Geomorphology; Atmospheric sciences; Climatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002695755,0.0003713966,0.0001900583,0.001374502,0.000313737,0.0006106141,0.0003992108,0.0003774268,0.001128457],"category_scores_gemma":[0.0005686802,0.0002296805,0.0002778367,0.0006363728,0.0004582821,0.0004737299,0.0002965655,0.0003559678,0.0004267595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693278,"about_ca_system_score_gemma":0.0002532162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003480575,"about_ca_topic_score_gemma":0.005723499,"domain_scores_codex":[0.9997275,0.00002738289,0.00001694354,0.0001018071,0.00008093206,0.00004543043],"domain_scores_gemma":[0.9997305,0.00009401571,0.00005470964,0.00002127873,0.00008162043,0.00001786162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001905261,0.00001490876,0.02083761,0.00006416291,0.00004769775,0.00009570819,0.0001603289,0.0001224301,0.9681451,0.0003069062,0.00008808479,0.009926595],"study_design_scores_gemma":[0.000007257,0.00013219,0.05888072,0.00001581997,0.00006214008,0.0005128866,0.0002212671,0.001876288,0.9351974,0.00019268,0.002886908,0.00001459167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638613,0.00188202,0.02577619,0.00006597731,0.00003898446,0.00007571119,0.0007538906,0.000290032,0.00725593],"genre_scores_gemma":[0.9739846,0.001344044,0.02141537,0.00005968623,0.00001487073,0.00004896348,0.0007967344,0.0001085738,0.002227046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003480575,"threshold_uncertainty_score":0.006920636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2674216576589168,"score_gpt":0.3801470459636688,"score_spread":0.112725388304752,"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."}}