{"id":"W2024579790","doi":"10.1016/j.jglr.2012.06.003","title":"Interpreting stable isotope patterns with depth: A comment on Riley et al. (2011)","year":2012,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental science; Dry season; Hydrology (agriculture); STREAMS; Precipitation; Monsoon; Supersaturation; Wet season; Isotopes of carbon; Seasonality; Carbon dioxide; Photosynthesis; Total organic carbon; Environmental chemistry; Chemistry; Climatology; Geology; Ecology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02595003,0.001883334,0.001757283,0.001631239,0.005687983,0.005132355,0.009611077,0.03891081,0.003627308],"category_scores_gemma":[0.09146477,0.001506555,0.002630061,0.002514763,0.01114196,0.007563678,0.004112577,0.05956751,0.006425606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064839,"about_ca_system_score_gemma":0.006307388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0474169,"about_ca_topic_score_gemma":0.05979681,"domain_scores_codex":[0.9840253,0.003519082,0.002439461,0.003460651,0.005823088,0.0007323188],"domain_scores_gemma":[0.9228379,0.04478189,0.004126938,0.003248194,0.0227694,0.002235738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009821168,0.00002531982,0.001235143,0.0002473064,0.00007937632,0.000346076,0.001003847,0.0002086501,0.0007627817,0.005425932,0.9799623,0.01060496],"study_design_scores_gemma":[0.0001349667,0.00009101316,0.005820453,0.00116273,0.0001894727,0.0008362553,0.001336502,0.0007680016,0.003503256,0.02566891,0.9601912,0.0002972487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006329395,0.004184244,0.001160536,0.9504598,0.04197076,0.00001923618,0.0002098836,0.0001025236,0.001260073],"genre_scores_gemma":[0.00399508,0.001675367,0.001514804,0.9556183,0.03426791,0.00005206999,0.00004332203,0.00008233914,0.002750686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0474169,"threshold_uncertainty_score":0.1372385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453002804564052,"score_gpt":0.3447440225464858,"score_spread":0.3002139945008453,"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."}}