{"id":"W2993318975","doi":"10.52151/jae2011481.1430","title":"Evaluation of the MIKE SHE Model in a Cold Region","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; University of Guelph; McGill University","funders":"","keywords":"Veterinary medicine; Mathematics; Operations research; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717456,0.00008106944,0.0001253871,0.00003359907,0.00001935628,0.000005226209,0.0001930943,0.00005925706,0.00005308019],"category_scores_gemma":[0.00004810419,0.00003980573,0.00008498071,0.0002621547,0.00001915308,0.0001643161,0.00004006846,0.0002154663,0.000003989354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756928,"about_ca_system_score_gemma":0.0000134129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002295786,"about_ca_topic_score_gemma":0.000003784558,"domain_scores_codex":[0.9989731,0.00003980752,0.0002916115,0.00006641178,0.0005082723,0.0001208016],"domain_scores_gemma":[0.9995981,0.00001361506,0.0002190619,0.00007931688,0.0000419546,0.00004791027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000005894263,0.00004647013,0.002369677,0.000006140701,0.00002200722,0.000002297642,0.001314759,0.9292346,0.06644201,0.00006981157,0.0001967241,0.0002896405],"study_design_scores_gemma":[0.0007360759,0.00009666303,0.8857809,0.0001505255,0.0001248704,0.00009246249,0.0001346138,0.09238937,0.02005347,0.0002357394,0.0000536333,0.0001516727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977605,0.0001414482,0.0000778702,0.00005500912,0.0001814201,0.0001163702,3.693333e-7,0.000003086653,0.001663885],"genre_scores_gemma":[0.999113,0.00003131704,0.0007033076,0.000009487548,0.00002603057,0.000002146706,1.725736e-7,0.000004328569,0.0001102336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8834112,"threshold_uncertainty_score":0.1623231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482740851617806,"score_gpt":0.1956143913297295,"score_spread":0.1707869828135515,"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."}}