{"id":"W4404136690","doi":"10.2139/ssrn.5011867","title":"Microbial Methane Emission Conversion Technology’s Challenges","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Methane; Environmental science; Astrobiology; Environmental chemistry; Chemistry; Physics; Organic chemistry","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":[0.01017927,0.0007827269,0.001262818,0.0008599017,0.001258564,0.004935329,0.002226921,0.005551336,0.009423457],"category_scores_gemma":[0.005292724,0.0003544686,0.0008893332,0.0009315055,0.002469195,0.009602276,0.00376165,0.00514655,0.003766228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606186,"about_ca_system_score_gemma":0.005016366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150869,"about_ca_topic_score_gemma":0.00281518,"domain_scores_codex":[0.9974779,0.0004849596,0.0001534956,0.0004215195,0.001111174,0.0003508216],"domain_scores_gemma":[0.9956299,0.002242348,0.00024281,0.0001504379,0.001323765,0.0004107844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007040076,0.001058147,0.001849217,0.006172644,0.0001453823,0.0007273472,0.0006460485,0.01168471,0.04143848,0.1879033,0.1240845,0.6235863],"study_design_scores_gemma":[0.00007621894,0.0009973304,0.002047397,0.001281426,0.00004731729,0.0006653094,0.002541652,0.006802702,0.015667,0.1187452,0.8510092,0.0001191211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04413195,0.4794388,0.02256106,0.379792,0.0101413,0.00006978633,0.0007580495,0.0002596479,0.06284738],"genre_scores_gemma":[0.348461,0.5265787,0.03874203,0.03122241,0.01466933,0.0003369998,0.001242032,0.000139605,0.03860795],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01017927,"threshold_uncertainty_score":0.05383372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006524801424344844,"score_gpt":0.208070779659605,"score_spread":0.2015459782352602,"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."}}