{"id":"W1970089952","doi":"10.1007/s10342-004-0020-z","title":"Generalized height–diameter models—an application for major tree species in complex stands of interior British Columbia","year":2004,"lang":"en","type":"article","venue":"European Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Mathematics; Tree (set theory); Basal area; Statistics; Site index; Residual; Data set; Forestry; Geography; Combinatorics; Algorithm","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002061647,0.0009668008,0.000958789,0.001107233,0.001949448,0.001711377,0.002798959,0.001417438,0.00210856],"category_scores_gemma":[0.004719346,0.001003565,0.00092978,0.002009925,0.0007101924,0.0008529681,0.001010657,0.0009722813,0.0002664741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007748018,"about_ca_system_score_gemma":0.005383807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8659339,"about_ca_topic_score_gemma":0.8738379,"domain_scores_codex":[0.9995565,0.0001827442,0.00002379458,0.0001140367,0.00004377955,0.0000792003],"domain_scores_gemma":[0.9972069,0.001842461,0.0002025034,0.0001726972,0.0003321921,0.0002433523],"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":[0.0001986557,0.00009969765,0.04258984,0.00005050234,0.0001785325,0.0002399184,0.0002045066,0.9332954,0.0004439456,0.001996988,0.002245476,0.01845649],"study_design_scores_gemma":[0.00002960692,0.00001417849,0.01277748,0.0000101857,0.00002838345,0.00003128062,0.0001514337,0.9851081,0.00007817915,0.00126512,0.0004802047,0.00002584663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716144,0.0006376327,0.02324802,0.0004155279,0.00002567024,0.00008312852,0.001331418,0.0005671301,0.002077006],"genre_scores_gemma":[0.9831753,0.000309957,0.01266878,0.0000440735,0.00001648368,0.00004309279,0.0007351796,0.0001807348,0.002826371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1340661,"threshold_uncertainty_score":0.2697113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194658086825377,"score_gpt":0.2976840755788878,"score_spread":0.235737494710634,"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."}}