{"id":"W7098331654","doi":"","title":"2003. Snowmelt in a Canadian spruce forest: a sensitivity study to canopy cover","year":2016,"lang":"en","type":"article","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowmelt; Canopy; Shortwave radiation; Albedo (alchemy); Snow; Taiga; Tree canopy; Evergreen","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":[0.0005699492,0.0004477177,0.0003617085,0.000657968,0.001441525,0.0008231779,0.0007180914,0.0003255345,0.0008867022],"category_scores_gemma":[0.001253028,0.0002004405,0.0006286033,0.001236308,0.0004137612,0.0003301892,0.000200293,0.0002781309,0.000144983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01303752,"about_ca_system_score_gemma":0.005661307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828399,"about_ca_topic_score_gemma":0.9889879,"domain_scores_codex":[0.9997174,0.00001986611,0.00000684363,0.0000485103,0.00009957807,0.0001077587],"domain_scores_gemma":[0.9991654,0.0002139542,0.00007846204,0.00005550367,0.000347787,0.0001389069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009471287,0.0001577359,0.9207607,0.0001143483,0.0004958902,0.000371281,0.0004906924,0.04742577,0.01300986,0.0003935487,0.001863246,0.01396987],"study_design_scores_gemma":[0.00001216515,0.00004388098,0.9830118,0.000005832069,0.000060163,0.00006344604,0.0002829585,0.01459588,0.0008661957,0.00006234497,0.0009738022,0.00002144041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968846,0.0002061014,0.000193308,0.00004755241,0.000003916039,0.00001641209,0.001387161,0.00003027803,0.001230626],"genre_scores_gemma":[0.9977943,0.00010705,0.0001936674,0.00002018822,0.000001786305,0.000004867934,0.001409712,0.000008599057,0.0004598479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716012,"threshold_uncertainty_score":0.09459424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007734685436506517,"score_gpt":0.2198520989784608,"score_spread":0.2121174135419542,"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."}}