{"id":"W2990480320","doi":"","title":"Effects of Climate Change on Alpine Lakes in the Georgia Basin, British Columbia, Canada","year":2009,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Geography; Physical geography; Structural basin; Climatology; Environmental science; Geology; Oceanography","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":[0.0003717411,0.0002673354,0.0003352363,0.001196533,0.002986117,0.001868613,0.000909354,0.0007284533,0.002554637],"category_scores_gemma":[0.001873891,0.0002587398,0.000354771,0.002144692,0.001283711,0.0005725136,0.001075283,0.0008506071,0.000224198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03136379,"about_ca_system_score_gemma":0.02618787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995775,"about_ca_topic_score_gemma":0.9990726,"domain_scores_codex":[0.9995164,0.00008068872,0.00002603185,0.0000601986,0.0001120061,0.0002047452],"domain_scores_gemma":[0.9981882,0.0001764665,0.0001849921,0.00004541735,0.0009748558,0.0004300195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003832885,0.0001203706,0.9754196,0.00007766893,0.0002076807,0.000697955,0.001500784,0.00265897,0.001024331,0.0004150135,0.007135474,0.01035869],"study_design_scores_gemma":[0.0000133259,0.000009192969,0.9955868,0.00002201519,0.00002581743,0.00003996818,0.002092923,0.0006364985,0.00007854054,0.00003859941,0.00144599,0.00001025567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925119,0.0004857157,0.0000326102,0.001270323,0.00002698064,0.00001758817,0.001605488,0.00001360094,0.004035925],"genre_scores_gemma":[0.9967709,0.000502414,0.00006181451,0.0001615233,0.000007199212,0.000007905884,0.0005786601,0.000006319889,0.00190324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03136379,"threshold_uncertainty_score":0.2275613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006593115445366253,"score_gpt":0.1937234267043577,"score_spread":0.1871303112589915,"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."}}