{"id":"W2031123599","doi":"10.1007/s00027-012-0258-3","title":"Variation in the photochemical lability of dissolved organic matter in a large boreal watershed","year":2012,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Memorial University of Newfoundland","funders":"","keywords":"Dissolved organic carbon; Lability; Colored dissolved organic matter; Environmental chemistry; Boreal; Chemistry; Organic matter; Environmental science; Watershed; Phytoplankton; Ecology; Nutrient","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":[0.0003543691,0.0002135253,0.0003429806,0.0005736355,0.0008690834,0.0007427541,0.0005927707,0.0004103696,0.0004072024],"category_scores_gemma":[0.0005271469,0.0002565489,0.0002524198,0.0006045797,0.0007207093,0.0004792911,0.0005063588,0.0003653942,0.00006644877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190611,"about_ca_system_score_gemma":0.0005709747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1400223,"about_ca_topic_score_gemma":0.1863058,"domain_scores_codex":[0.9997817,0.00003574362,0.00001598052,0.00009729068,0.00003386427,0.00003552701],"domain_scores_gemma":[0.9996216,0.00006677999,0.00009463079,0.00002918921,0.00007909512,0.0001086182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005067206,0.0002922101,0.9707183,0.00001273514,0.00008217286,0.0002892131,0.0009155198,0.000498281,0.02336702,0.00008799851,0.0001307534,0.003098955],"study_design_scores_gemma":[0.000005764986,0.0000293222,0.9990492,7.482089e-7,0.000007565547,0.00003971185,0.0002257892,0.0003957147,0.0001736447,0.000009455374,0.00005957765,0.000003480701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997367,0.000009365408,0.00003336759,0.00001072717,0.00000114515,0.00000240787,0.00004596181,0.000002934922,0.0001572707],"genre_scores_gemma":[0.9997649,0.000007402091,0.00007573375,0.000007671308,0.000001544015,0.000002866367,0.00006952311,0.000001329919,0.00006900616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400223,"threshold_uncertainty_score":0.2784146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407930723955091,"score_gpt":0.2230926676815563,"score_spread":0.2090133604420054,"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."}}