{"id":"W1999848848","doi":"","title":"Glace: The Global Land-Atmosphere Coupling Experiment Part 2: Analysis","year":2013,"lang":"en","type":"book","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Precipitation; Atmosphere (unit); Evaporation; Environmental science; Atmospheric sciences; Moisture; Climate model; Coupling (piping); Potential evaporation; Climatology; Climate change; Meteorology; Ecology; Geography; Geology; Materials science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003082424,0.0002887348,0.0003643313,0.00000379756,0.0001828407,0.0001013874,0.0004745502,0.0002425564,0.09048984],"category_scores_gemma":[0.00001013696,0.0001780987,0.0003042975,0.0001902928,0.0002141215,0.00009121138,0.0004648721,0.0001817418,0.003033899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008860754,"about_ca_system_score_gemma":0.00003870743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198444,"about_ca_topic_score_gemma":0.001549473,"domain_scores_codex":[0.9982991,0.00002383053,0.0003227569,0.0005434188,0.0004806672,0.0003301774],"domain_scores_gemma":[0.9988782,0.00008244968,0.00012489,0.0007802142,0.000009263723,0.0001249448],"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":[0.0000272862,0.0002674864,0.07119443,0.00003974458,0.00152786,0.000009198336,0.0004568992,0.3960809,0.00001601956,0.009940718,0.5193056,0.001133927],"study_design_scores_gemma":[0.0002558746,0.00004563083,0.001950197,0.00002700644,0.001156562,0.000002712155,0.0001232755,0.1436263,0.00001444524,0.007176503,0.8449259,0.0006954985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01554957,0.0002055345,0.000701043,0.000388362,0.0001851979,0.0005021285,0.00004977839,0.00008678737,0.9823316],"genre_scores_gemma":[0.01819539,0.0001865281,0.000552539,0.0006337481,0.0001590962,0.0001035815,0.0001402345,0.00002427564,0.9800046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3256204,"threshold_uncertainty_score":0.9977424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683787790008176,"score_gpt":0.2435039377853096,"score_spread":0.2266660598852278,"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."}}