{"id":"W7100544920","doi":"","title":"Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/hyp.6123 Boundary-layer growth over snow and soil patches: field observations","year":2016,"lang":"en","type":"article","venue":"","topic":"Corporeality, Perception, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Boundary layer; Advection; Snowmelt; Field (mathematics); Thermal","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006525189,0.001362115,0.0008841142,0.002564543,0.000721273,0.003954673,0.001610387,0.00156162,0.7420444],"category_scores_gemma":[0.00191732,0.0005593686,0.0004167024,0.003043098,0.0009739728,0.003033522,0.002508781,0.001045272,0.7028603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609307,"about_ca_system_score_gemma":0.001111607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198727,"about_ca_topic_score_gemma":0.005974335,"domain_scores_codex":[0.9996916,0.00003307345,0.00004317279,0.00007135593,0.0001331411,0.00002775368],"domain_scores_gemma":[0.9985441,0.0002979868,0.0001403124,0.0003513216,0.0003921193,0.0002741235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008984486,0.0001094076,0.0007019445,0.0007351802,0.00002837358,0.0005268951,0.0001098818,0.0004964272,0.003772438,0.004652222,0.3080954,0.6806819],"study_design_scores_gemma":[0.00001420591,0.00004620289,0.0009876852,0.0003240795,0.00001376343,0.0006213636,0.00009904569,0.0009653775,0.001022403,0.003640737,0.9922439,0.00002121068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004550722,0.008965328,0.02429052,0.002056285,0.006793418,0.0002182115,0.006669287,0.006782141,0.939674],"genre_scores_gemma":[0.007778558,0.004923921,0.01276717,0.0005008003,0.0003577063,0.00009516346,0.00405951,0.001479172,0.9680379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7420444,"threshold_uncertainty_score":0.3679423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07044311516848199,"score_gpt":0.269639906238027,"score_spread":0.199196791069545,"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."}}