{"id":"W7071209689","doi":"","title":"Growing peat","year":2015,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Biogeochemical cycle; Mire; Ecosystem; Sphagnum; Mesocosm","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":[0.0001534036,0.0004017358,0.0002049281,0.0008878464,0.0008931686,0.001360337,0.0004529482,0.0004794551,0.05351145],"category_scores_gemma":[0.0002834123,0.0001830919,0.0002934666,0.0004989723,0.0003754971,0.001087698,0.00117553,0.0006289335,0.0271474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389169,"about_ca_system_score_gemma":0.0007910241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590733,"about_ca_topic_score_gemma":0.00610171,"domain_scores_codex":[0.999853,0.000009492593,0.000009082305,0.00003430556,0.00006336538,0.00003073407],"domain_scores_gemma":[0.9998648,0.00001353397,0.00001409846,0.00002584537,0.00004810827,0.00003356782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002073846,0.0001325126,0.008045458,0.001037114,0.00003538464,0.002157883,0.001097712,0.001019164,0.05790487,0.05127385,0.09354793,0.7835408],"study_design_scores_gemma":[0.000008652219,0.00004830954,0.00583007,0.0001347501,0.00001184262,0.001027578,0.0003210181,0.0002777271,0.01116313,0.0049077,0.9762502,0.00001901085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07599621,0.00434523,0.01459508,0.001082165,0.001531828,0.0002389789,0.005231218,0.003059195,0.8939201],"genre_scores_gemma":[0.2987229,0.005723131,0.01854593,0.0008686049,0.0001880234,0.000153529,0.005939852,0.0007851443,0.669073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05351145,"threshold_uncertainty_score":0.1790136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467599192064732,"score_gpt":0.243252056111402,"score_spread":0.1964921369049288,"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."}}