{"id":"W1978404155","doi":"10.1016/j.molcata.2009.03.035","title":"The role of glucose in abiotic humification pathways as catalyzed by birnessite","year":2009,"lang":"en","type":"article","venue":"Journal of Molecular Catalysis A Chemical","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Environment and Climate Change Canada; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Catechol; Maillard reaction; Organic chemistry; Birnessite; Catalysis; Humus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001903627,0.000302892,0.000128885,0.0001131716,0.0001732778,0.0005638247,0.0002932521,0.0003394022,0.0006083695],"category_scores_gemma":[0.0002037199,0.0001060963,0.00008986921,0.00009156251,0.000347757,0.0005451244,0.0002715147,0.0003753248,0.000142652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839969,"about_ca_system_score_gemma":0.0002385342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615075,"about_ca_topic_score_gemma":0.00177571,"domain_scores_codex":[0.9999299,0.00001195781,0.00000301621,0.00001279029,0.00001206383,0.00003036734],"domain_scores_gemma":[0.9999254,0.00002369994,0.00001090076,0.000009154637,0.00001012997,0.00002084209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008985277,0.00006952324,0.002310366,0.0001190798,0.00002094052,0.0003381238,0.0001126252,0.0005578032,0.9830642,0.002961671,0.0001231196,0.009424041],"study_design_scores_gemma":[0.00001831049,0.0001875824,0.002837244,0.000005442364,0.00001020326,0.0001019615,0.0001119567,0.001623352,0.9933473,0.0005640695,0.001183358,0.000009111202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952627,0.00112362,0.001132806,0.0001324955,0.0000248284,0.000005066024,0.00004196268,0.00003199914,0.002244412],"genre_scores_gemma":[0.9992421,0.0001636009,0.0001787899,0.000008432756,0.000001402364,8.661393e-7,0.00003460415,0.000003449987,0.000366898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615075,"threshold_uncertainty_score":0.003211319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00463708442468628,"score_gpt":0.2315445533807032,"score_spread":0.226907468956017,"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."}}