{"id":"W7162197197","doi":"10.82308/13039","title":"Peat moisture and thermal regimes for peatlands undergoing active extraction in Canada","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Environmental factor; Picea abies; Wetland; Interflow","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":[0.0001186603,0.0002330467,0.0002867529,0.0005583695,0.001518009,0.0007402206,0.0002947452,0.0002205765,0.001089889],"category_scores_gemma":[0.0002337239,0.0001620245,0.0002444215,0.0008150886,0.0005014641,0.0001646712,0.0002956055,0.0002200507,0.0001220384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058217,"about_ca_system_score_gemma":0.009865294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981573,"about_ca_topic_score_gemma":0.995335,"domain_scores_codex":[0.9998834,0.000003262674,0.000003266111,0.00002534435,0.00003317853,0.00005156686],"domain_scores_gemma":[0.9998092,0.0000129513,0.00002014615,0.000004891413,0.0001082093,0.00004455953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009844316,0.0001969147,0.8878774,0.0001579389,0.0001409628,0.0006447822,0.004724924,0.003887614,0.06974803,0.0004018507,0.001075663,0.03015941],"study_design_scores_gemma":[0.000004743233,0.00002680212,0.995928,0.00000850941,0.00001420773,0.00002710779,0.001267913,0.0006441118,0.001179415,0.00001490949,0.0008740277,0.00001016584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985404,0.00008271181,0.00005336224,0.00001366596,0.000001236439,0.000007164841,0.0003976749,0.000005825324,0.0008979973],"genre_scores_gemma":[0.998051,0.0001032953,0.0001297157,0.00001465888,5.193847e-7,0.000007664667,0.0004031141,0.000004601312,0.001285495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842701,"threshold_uncertainty_score":0.07677931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006037808285522,"score_gpt":0.2324433733545226,"score_spread":0.2264055650690006,"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."}}