{"id":"W2018878093","doi":"10.1139/x03-207","title":"A longitudinal height–diameter model for Norway spruce in Finland","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basal area; Growth curve (statistics); Picea abies; Mathematics; Canopy; Growth model; Stand development; Karst; Statistics; Site index; Tree (set theory); Forestry; Geography; Ecology; Biology; Combinatorics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422093,0.000086055,0.0001455467,0.0003755369,0.0001911793,0.0000418787,0.0004172837,0.00007783451,0.0006979293],"category_scores_gemma":[0.000197768,0.00007451134,0.00007022546,0.0002991172,0.0003543912,0.000220721,0.00004868251,0.0003701945,0.0002203931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817395,"about_ca_system_score_gemma":0.0005063565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008826089,"about_ca_topic_score_gemma":0.7693951,"domain_scores_codex":[0.9985989,0.00004236454,0.0002509178,0.0001689577,0.0002736939,0.0006651888],"domain_scores_gemma":[0.9991878,0.00008048779,0.00005371999,0.0001565273,0.00004734519,0.0004741434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009673477,0.00006537069,0.7318637,0.00001946688,0.00002078804,0.0005284279,0.0006897333,0.2385637,0.00002699663,0.01443794,0.01296581,0.0007213187],"study_design_scores_gemma":[0.001529872,0.0004841084,0.8554256,0.00005072598,0.000007520356,0.00005744272,0.00006214566,0.00454707,0.0000488873,0.1301895,0.007457314,0.0001398303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983186,0.0000833014,0.008862367,0.002112541,0.0001133572,0.0003268743,0.000007785958,0.000001111786,0.00530665],"genre_scores_gemma":[0.9951738,0.00001315386,0.002939198,0.0001049475,0.00004863483,0.00001984974,0.000001106013,0.00001087036,0.001688506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.760569,"threshold_uncertainty_score":0.9977742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117859413494836,"score_gpt":0.3016406850134747,"score_spread":0.2504620908785264,"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."}}