{"id":"W2937076172","doi":"","title":"MODELING THE SPATIAL STRUCTURE OF WHITE SPRUCE PLANTATIONS","year":2018,"lang":"en","type":"article","venue":"","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Abies balsamea; Balsam; Forest inventory; Forestry; Picea abies; Tree (set theory); Spatial distribution; Yellow birch; Point cloud; Geography; Lidar; Forest management; Environmental science; Mathematics; Remote sensing; Ecology; Computer science; Hardwood; Biology; Artificial intelligence; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970595,0.0002954637,0.0002139498,0.0005120853,0.0002834401,0.000694372,0.0007090508,0.0002933779,0.0006714649],"category_scores_gemma":[0.0004370606,0.0002739245,0.0004219019,0.0005380766,0.0002745518,0.0002947238,0.0003230032,0.0001969502,0.000156585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584104,"about_ca_system_score_gemma":0.001208543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3293051,"about_ca_topic_score_gemma":0.4837768,"domain_scores_codex":[0.999879,0.00001733358,0.000006301284,0.00005089203,0.00001796761,0.00002849619],"domain_scores_gemma":[0.9998487,0.00004254494,0.00003535923,0.00001993184,0.00003538706,0.00001802504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006778288,0.00006031938,0.1671965,0.00004442648,0.00005692691,0.0001712525,0.0002703925,0.8086026,0.006326652,0.001257035,0.0003856096,0.01556053],"study_design_scores_gemma":[0.000007808088,0.00002572224,0.07623836,0.00001040148,0.00001663485,0.00005225349,0.0001345446,0.921381,0.0007267508,0.0004397599,0.0009556256,0.00001108828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819249,0.0001456806,0.01548072,0.00004082371,0.000004213645,0.000024102,0.000818104,0.0001246214,0.001436896],"genre_scores_gemma":[0.9919428,0.00009109367,0.006704958,0.000006774005,0.000001810013,0.00001472085,0.0004960034,0.00001243344,0.0007294524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3293051,"threshold_uncertainty_score":0.6547766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979624339117374,"score_gpt":0.2305176347711694,"score_spread":0.2207213913799957,"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."}}