{"id":"W6939291292","doi":"10.6084/m9.figshare.1011779","title":"Quantum yield of photochemical mineralization (DOC into DIC) from 300 to 700 nm, computed by Bélanger <em>et al</em> (2006) for the coastal arctic ocean, and by Vähätalo <em>et al</em> (2000) for a humic lake","year":2013,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Mineralization (soil science); Quantum yield; Arctic; Irradiance; Colored dissolved organic matter; Permafrost; Peat; Photodissociation","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":[0.0002125148,0.0004482974,0.0001130779,0.0007954414,0.0002357163,0.0002321665,0.0003453069,0.0002592005,0.003024759],"category_scores_gemma":[0.0004601914,0.0001662723,0.0005973997,0.0006196753,0.0002330956,0.0003552428,0.0002065036,0.000359867,0.0006013463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070729,"about_ca_system_score_gemma":0.000327868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684223,"about_ca_topic_score_gemma":0.02239287,"domain_scores_codex":[0.9999186,0.000008910773,0.000004363513,0.0000240439,0.00002923567,0.00001489501],"domain_scores_gemma":[0.9997481,0.00009012198,0.00003571155,0.00001691802,0.00009356297,0.00001558501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004480181,0.0001524104,0.336255,0.0009450617,0.0006620224,0.0004159434,0.0003998696,0.3579549,0.1787069,0.007729783,0.01232303,0.1040069],"study_design_scores_gemma":[0.00006644639,0.0001454622,0.7406774,0.00004435132,0.000153734,0.0003656101,0.0002323646,0.1732716,0.06763121,0.002416479,0.01489922,0.00009615637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9469705,0.001176809,0.02326213,0.0001982616,0.00004395697,0.00006921572,0.006781479,0.0009580658,0.02053969],"genre_scores_gemma":[0.9886114,0.00037987,0.005815214,0.00003379741,0.000004561884,0.00004170813,0.002445622,0.00007989451,0.002587933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02684223,"threshold_uncertainty_score":0.05337197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966296701119682,"score_gpt":0.2366437146699919,"score_spread":0.2169807476587951,"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."}}