{"id":"W7010124862","doi":"","title":"Global warming impacts on the biogeochemical functioning of two arctic cryosols in the Salluit region, Nunavik, Canada","year":2014,"lang":"fr","type":"article","venue":"theses.fr (ABES)","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; Aquatic environment; Q10; Coastal zone","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001157418,0.0002973375,0.0003303254,0.0000432562,0.0002808769,0.000116453,0.000636419,0.0001217413,0.002592838],"category_scores_gemma":[0.0005112849,0.0001788609,0.0001113654,0.0005975751,0.0003030949,0.0001501503,0.00004329693,0.0003845873,0.0001149949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043195,"about_ca_system_score_gemma":0.0002583587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743428,"about_ca_topic_score_gemma":0.9675427,"domain_scores_codex":[0.9973871,0.000524862,0.0004182832,0.0003402552,0.0005877778,0.0007416903],"domain_scores_gemma":[0.9968529,0.002155365,0.00019715,0.0005561122,0.00007131598,0.0001671372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243498,0.00009438684,0.9702104,0.0001600152,0.00005328058,0.00007149515,0.005344898,0.001699938,0.0002185543,0.009023623,0.005922132,0.007076922],"study_design_scores_gemma":[0.002211786,0.0009558771,0.7018912,0.003149827,0.0003493903,0.000828681,0.02490604,0.01954121,0.001235777,0.0207774,0.2226671,0.001485716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530029,0.00237985,0.000009101185,0.01454838,0.001087561,0.0003026654,0.0009189406,0.0000123787,0.02773817],"genre_scores_gemma":[0.9950139,0.0003837002,0.000008487782,0.003607251,0.0006539775,0.000004259186,0.0002684241,0.000008794012,0.0000512041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683192,"threshold_uncertainty_score":0.9983189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05007793223898481,"score_gpt":0.2493721337941265,"score_spread":0.1992942015551417,"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."}}