{"id":"W2607415715","doi":"10.1139/cjfr-2017-0029","title":"Spatial aspects of structural complexity in Sitka spruce – western hemlock forests, including evaluation of a new canopy gap delineation method","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Understory; Canopy; Tsuga; Temperate rainforest; Rainforest; Western Hemlock; Tree canopy; Forestry; Crown (dentistry); Spatial ecology; Ecology; Quadrat; Geography; Environmental science; Biology; Shrub; Ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006375068,0.0001845671,0.0001522708,0.001467106,0.0002474871,0.0004764219,0.0002546017,0.0001647596,0.0003687237],"category_scores_gemma":[0.001176448,0.0001593447,0.0001477304,0.0007899827,0.0002739987,0.0004792828,0.0003989383,0.0001601573,0.00005852716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003709643,"about_ca_system_score_gemma":0.0001825818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007890372,"about_ca_topic_score_gemma":0.02565033,"domain_scores_codex":[0.9996625,0.0000879791,0.00003764074,0.0001043435,0.00008492159,0.00002254077],"domain_scores_gemma":[0.998735,0.0004089996,0.0004315689,0.0001140946,0.0002180458,0.0000923043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001362235,0.00004310669,0.9770445,0.00003001682,0.00003672848,0.000037631,0.0004260909,0.001617723,0.007103267,0.0001001253,0.00005695555,0.01336776],"study_design_scores_gemma":[0.000003074837,0.00004525473,0.9921272,0.000004064626,0.00001319795,0.00007857881,0.0002391068,0.006742707,0.0005522729,0.00006062224,0.0001276956,0.000006166601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982538,0.00004980348,0.001331835,0.000004274284,9.974018e-7,0.000007341727,0.0001062695,0.00001450397,0.0002312282],"genre_scores_gemma":[0.9965109,0.00001809966,0.003211951,0.000002105983,0.000002729532,0.00001175534,0.0001861521,0.000003649317,0.00005263476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007890372,"threshold_uncertainty_score":0.0156889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415034404432022,"score_gpt":0.4373123828662998,"score_spread":0.1958089424230976,"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."}}