{"id":"W2081937257","doi":"10.1139/b02-081","title":"Significant overestimation of needle surface area estimates based on needle dimensions in Scots pine (<i>Pinus sylvestris</i>)","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scots pine; Crown (dentistry); Perimeter; Pinus <genus>; Fascicle; Position (finance); Materials science; Geometry; Mathematics; Anatomy; Composite material; Biology; Botany","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":[0.001218986,0.0004031494,0.0002511748,0.0006396903,0.0002852469,0.0005350528,0.0003576964,0.0001904431,0.0003347751],"category_scores_gemma":[0.00205848,0.0002291765,0.0002025421,0.0004098063,0.0003258295,0.0004704052,0.0004098821,0.0002396,0.0002867614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004651809,"about_ca_system_score_gemma":0.0001698491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007449359,"about_ca_topic_score_gemma":0.0197595,"domain_scores_codex":[0.9992027,0.0001283523,0.00006469413,0.0002215346,0.0003409656,0.00004173805],"domain_scores_gemma":[0.9975655,0.0008892008,0.0008058174,0.0001781316,0.0004828612,0.00007856518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002570511,0.00003499059,0.7309984,0.0002719655,0.0001862945,0.00038832,0.0008107564,0.003310078,0.2114621,0.0002567995,0.0005278262,0.05149542],"study_design_scores_gemma":[0.000003161428,0.000071641,0.9836156,0.00002075817,0.00003225696,0.0004495866,0.0001760167,0.002535348,0.01225023,0.0001174609,0.0007160279,0.0000119675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756936,0.00164897,0.02028028,0.00003751455,0.00003818758,0.00001768965,0.0004450473,0.0002766715,0.00156211],"genre_scores_gemma":[0.9930178,0.0002267093,0.006229639,0.00003132844,0.000006821087,0.000008105171,0.0002765539,0.00002369721,0.0001793918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007449359,"threshold_uncertainty_score":0.01481199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316344218012466,"score_gpt":0.1866669536832725,"score_spread":0.1735035115031479,"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."}}