{"id":"W7128145090","doi":"","title":"Soil CO2 Efflux from Temperate and Boreal Forests in Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronosequence; Soil respiration; Taiga; Spatial variability; Litter; Temperate forest; Terrestrial ecosystem; Forest ecology; Temperate climate; Ecosystem","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":[0.0001196626,0.0002350005,0.0002199033,0.0005548968,0.001360785,0.0005971885,0.0003109142,0.0001553013,0.0007825841],"category_scores_gemma":[0.0003066033,0.0002265365,0.0001548481,0.001075396,0.0003653933,0.0002715598,0.0003777497,0.0001332078,0.0001125077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008398284,"about_ca_system_score_gemma":0.004096743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.954635,"about_ca_topic_score_gemma":0.9894598,"domain_scores_codex":[0.9998707,0.00000396961,0.000007149845,0.00003140093,0.00004348094,0.00004326453],"domain_scores_gemma":[0.99966,0.00002169479,0.00008957108,0.00001266262,0.0001272454,0.00008872388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004093256,0.00003588678,0.975838,0.00006108011,0.00004535315,0.00033651,0.002466302,0.0002007988,0.01358774,0.00007042545,0.0004919082,0.006456655],"study_design_scores_gemma":[0.000001483831,0.000003770694,0.9994292,0.000001400138,0.000002528773,0.00001936609,0.000183594,0.00003496755,0.00007007139,0.000003354342,0.0002487063,0.000001553453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980491,0.0001283295,0.00002037652,0.00001486573,0.000001047923,0.000005358113,0.0008810931,0.000003119479,0.0008966337],"genre_scores_gemma":[0.9972703,0.0001983916,0.00007944972,0.00001832013,0.000002030428,0.000007338217,0.001296098,0.000003081799,0.001124833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04536498,"threshold_uncertainty_score":0.09126425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009800587181620692,"score_gpt":0.1779213355481114,"score_spread":0.1681207483664907,"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."}}