{"id":"W4400968426","doi":"10.17190/amf/2315766","title":"AmeriFlux CA-EM1 Newdale Manitoba","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005058441,0.0009472138,0.0004596852,0.002207962,0.001231203,0.001793531,0.001407936,0.0003335973,0.1337143],"category_scores_gemma":[0.0008195614,0.0005306301,0.0003057955,0.004869016,0.0002371193,0.001038934,0.0005499662,0.0007436135,0.03800448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006829005,"about_ca_system_score_gemma":0.00960501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9080344,"about_ca_topic_score_gemma":0.9524753,"domain_scores_codex":[0.9996599,0.00001543685,0.00001163586,0.00008892591,0.0001596379,0.00006437628],"domain_scores_gemma":[0.9982505,0.00004487973,0.00009832192,0.00009326287,0.001382664,0.0001302781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003364749,0.00008389835,0.04260557,0.0005633585,0.00007397257,0.0001518526,0.0003101373,0.0005667789,0.002241318,0.002506323,0.8817144,0.06884583],"study_design_scores_gemma":[0.0000973786,0.0000306031,0.1189907,0.0002675822,0.00004550327,0.00006752014,0.0005174809,0.0007197415,0.001574453,0.0003356294,0.8773144,0.00003894886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02181719,0.0009414089,0.002145625,0.0006628131,0.0003409378,0.0001870276,0.7403096,0.002683738,0.2309116],"genre_scores_gemma":[0.07054605,0.001563856,0.008047278,0.0005788103,0.00006831554,0.0003720745,0.5597886,0.001501886,0.3575332],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1337143,"threshold_uncertainty_score":0.447319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009474016958206958,"score_gpt":0.2089510359067257,"score_spread":0.1994770189485187,"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."}}