{"id":"W3208769698","doi":"10.1016/j.clet.2021.100305","title":"Wet peatland utilisation for climate protection – An international survey of paludiculture innovation","year":2021,"lang":"en","type":"article","venue":"Cleaner Engineering and Technology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Peat; Sustainability; Business; Greenhouse gas; Subsidy; Agriculture; Environmental resource management; Environmental science; Natural resource economics; Environmental planning; Agroforestry; Geography; Ecology; Economics","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":[0.001739574,0.0002389307,0.0002327095,0.00402265,0.0006185521,0.001809821,0.0003381922,0.0002794389,0.003378487],"category_scores_gemma":[0.002136937,0.0001227705,0.0003121625,0.008926966,0.0006767287,0.002137119,0.001250842,0.0004707387,0.00060065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005694942,"about_ca_system_score_gemma":0.001094999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823579,"about_ca_topic_score_gemma":0.002424438,"domain_scores_codex":[0.9990609,0.0002442235,0.00009966036,0.0001676448,0.000251616,0.0001759247],"domain_scores_gemma":[0.995979,0.001378396,0.00141013,0.000276971,0.000537988,0.0004175163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610797,0.000225348,0.4861624,0.002433228,0.0001193639,0.000671823,0.03232307,0.0003881733,0.003188771,0.01341615,0.005018976,0.4558918],"study_design_scores_gemma":[0.000004129619,0.0001841996,0.8897716,0.0008422504,0.00003255889,0.0009814326,0.02204364,0.0003430079,0.0006768763,0.0008990959,0.08419022,0.00003107549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388932,0.02280455,0.0008073031,0.001085427,0.00005018783,0.000076973,0.001117482,0.00002574052,0.03513921],"genre_scores_gemma":[0.9682787,0.02592184,0.001226861,0.0001831672,0.00003028599,0.00007005566,0.001072115,0.00001841507,0.003198594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00402265,"threshold_uncertainty_score":0.01130217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514415651890465,"score_gpt":0.2290377286674315,"score_spread":0.2138935721485268,"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."}}