{"id":"W623684275","doi":"","title":"Trembling Aspen Height-Age Models for British Columbia","year":2002,"lang":"en","type":"article","venue":"Northwest Science","topic":"Forest ecology and management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Ecology; Forestry; Environmental science; Physical geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004346818,0.00008059235,0.0001143259,0.0000274738,0.0008229534,0.0003303353,0.0006476985,0.00004414311,0.003699742],"category_scores_gemma":[0.00004195409,0.0001146241,0.00004844347,0.0004959675,0.0008431196,0.0008479972,0.0002699281,0.00007147417,0.0003933363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346035,"about_ca_system_score_gemma":0.000009649868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01693058,"about_ca_topic_score_gemma":0.4257982,"domain_scores_codex":[0.998423,0.00001099815,0.0001690747,0.0005347766,0.000344467,0.0005176815],"domain_scores_gemma":[0.9994717,0.00003255476,0.00005700492,0.0002792231,0.00001317416,0.0001463245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002451225,0.001631876,0.5946112,0.00006805475,0.0000414322,0.0005040469,0.002551334,0.1026316,0.001848914,0.02780836,0.1551774,0.1131013],"study_design_scores_gemma":[0.001081043,0.0003332147,0.6689354,0.00002607688,0.00003315211,0.0000534015,0.00009799666,0.2071723,0.00009945524,0.07526445,0.04617783,0.0007256854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035797,0.00003703769,0.007955232,0.0001876205,0.0003977002,0.0006832998,0.00001521807,0.0001036411,0.08704059],"genre_scores_gemma":[0.9868338,0.00002386235,0.003888686,0.0004681225,0.00002760465,0.00007226886,0.000003830123,0.000008957907,0.008672863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088677,"threshold_uncertainty_score":0.997211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077905496941704,"score_gpt":0.2126740050867984,"score_spread":0.1918949501173813,"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."}}