{"id":"W7143793984","doi":"10.70675/4910bd3czda32z40c1za310z60bdb0691310","title":"Global warming impacts on the biogeochemical functioning of two arctic cryosols in the Salluit region, Nunavik, Canada","year":2014,"lang":"","type":"dissertation","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental factor; Biogeochemical cycle; Salt marsh; Arctic; Environmental effect","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":[0.000262516,0.0003233637,0.0002576271,0.0007143434,0.001830435,0.001051524,0.0006339067,0.0002914837,0.001155258],"category_scores_gemma":[0.0003450673,0.0002509532,0.0004049157,0.0009010014,0.0007224332,0.0002410096,0.0006452949,0.0003092478,0.0001331343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01821673,"about_ca_system_score_gemma":0.01520948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987879,"about_ca_topic_score_gemma":0.9956264,"domain_scores_codex":[0.9998043,0.00001468165,0.000009384085,0.00005273976,0.00004702121,0.00007181821],"domain_scores_gemma":[0.9996263,0.00002777935,0.00004586273,0.00001114299,0.0002183813,0.00007045036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005521905,0.00007902236,0.9366276,0.0001599143,0.0001969168,0.0004676875,0.003682057,0.003398241,0.04118218,0.0003866039,0.000841722,0.01242592],"study_design_scores_gemma":[0.00001516472,0.00002066003,0.994666,0.00002460783,0.00003528611,0.00003788689,0.001861987,0.0009060695,0.001126264,0.00002504966,0.00126381,0.00001734064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971801,0.0003775367,0.00009034262,0.0001058973,0.000008205171,0.00001447173,0.0006970932,0.00001102646,0.00151534],"genre_scores_gemma":[0.9979883,0.0001798858,0.0002477303,0.00003696562,0.000001440231,0.00001217361,0.0004066803,0.000007110441,0.001119617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821673,"threshold_uncertainty_score":0.1321722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394244692354653,"score_gpt":0.257940037881606,"score_spread":0.2239975909580595,"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."}}