{"id":"W4236691435","doi":"10.5194/soil-2017-38","title":"Separation of soil respiration; a site-specific comparison of partition methods","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Chinese University of Hong Kong","keywords":"Microcosm; Soil respiration; Respiration; Environmental science; Chemistry; Tropical and subtropical moist broadleaf forests; Soil test; Soil science; Soil water; Environmental chemistry; Subtropics; Ecology; Botany; Biology","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":[0.001554247,0.0007371219,0.0004997684,0.0009129634,0.0004025789,0.000746397,0.0006115746,0.0004450355,0.0008862385],"category_scores_gemma":[0.002197599,0.0003194133,0.000529896,0.0007374261,0.0002468433,0.0005808101,0.0008637465,0.0003547386,0.0004849025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215217,"about_ca_system_score_gemma":0.0002860419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153182,"about_ca_topic_score_gemma":0.007245817,"domain_scores_codex":[0.9988999,0.0002915294,0.00007758153,0.0003533317,0.0003110146,0.00006651055],"domain_scores_gemma":[0.9989359,0.0003355645,0.0001624359,0.0001447765,0.0003773721,0.00004403627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003687829,0.000436685,0.07672434,0.0007592578,0.0004934585,0.00008257664,0.000728475,0.004918086,0.7339597,0.0004464911,0.0003788701,0.1773841],"study_design_scores_gemma":[0.0001788319,0.002366917,0.4099419,0.00009159903,0.0005282204,0.0006489491,0.0006160255,0.04699156,0.5306187,0.0005514066,0.007287106,0.0001786556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929837,0.001948094,0.1006265,0.00004192328,0.00006719118,0.0004268075,0.001532262,0.0002756594,0.002097971],"genre_scores_gemma":[0.8742253,0.001036746,0.1195264,0.00004897583,0.00003015726,0.000782272,0.002247827,0.0002035132,0.00189886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003153182,"threshold_uncertainty_score":0.008219779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687800401875805,"score_gpt":0.3732440664948501,"score_spread":0.2763660624760921,"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."}}