{"id":"W2958190595","doi":"10.1016/j.agrformet.2019.107655","title":"Light interception in experimental forests affected by tree diversity and structural complexity of dominant canopy","year":2019,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada; Helsingin Yliopisto","keywords":"Canopy; Interception; Tree canopy; Ecology; Structural complexity; Environmental science; Deciduous; Agroforestry; Atmospheric sciences; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00004490456,0.00009366029,0.0001571399,0.0000162749,0.0001127013,0.000005285674,0.00006707826,0.00006162107,0.00006310748],"category_scores_gemma":[0.000003471333,0.00005810122,0.00002215569,0.00007895646,0.0001959842,0.00008929536,0.0003087106,0.0000658042,0.000008956547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003659527,"about_ca_system_score_gemma":8.104776e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801308,"about_ca_topic_score_gemma":0.007064979,"domain_scores_codex":[0.9994344,0.00004348074,0.0001114723,0.0002035708,0.00006925259,0.0001377979],"domain_scores_gemma":[0.9998063,0.00001799711,0.00005519075,0.00006870653,0.000004515616,0.00004727499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003766315,0.00002527025,0.501869,0.000003754246,0.000005502268,4.902136e-7,0.001255876,0.00001323838,0.4955339,0.0001701105,0.0001838818,0.0009012331],"study_design_scores_gemma":[0.0004491685,0.0001799643,0.9862326,0.000003605428,0.000006928683,0.00002373806,0.0002486046,0.0004449227,0.01194159,0.0003328996,0.00005309542,0.00008289721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998975,0.00004915808,0.000006182126,0.0001827097,0.00004121458,0.0001977342,0.000003891503,0.000007577114,0.0005365727],"genre_scores_gemma":[0.9997243,0.000006267595,0.0001321149,0.00001999777,0.000006799607,0.000001397541,0.00002086145,0.000002024877,0.00008625677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4843636,"threshold_uncertainty_score":0.4234758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843676914484537,"score_gpt":0.2111058616449369,"score_spread":0.2022621847304524,"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."}}