{"id":"W4409359540","doi":"10.1139/cjfr-2024-0311","title":"Application of electrical resistance tomograph (ERT): innovative non-destructive method in analysing interiors of standing trees in tropics","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropics; Resistance (ecology); Environmental science; Forestry; Geography; Biology; Ecology","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":[0.001216209,0.00009849972,0.000383241,0.005119232,0.00003651852,0.00001790309,0.000302923,0.00009521123,0.000002966557],"category_scores_gemma":[0.0002898083,0.00009103304,0.00008309814,0.0114915,0.000163594,0.0001132763,0.00001089163,0.0007354736,8.567233e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840509,"about_ca_system_score_gemma":0.0005221018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430287,"about_ca_topic_score_gemma":0.145503,"domain_scores_codex":[0.9983438,0.0001390483,0.0007261774,0.0001226446,0.0002697755,0.0003986175],"domain_scores_gemma":[0.9988196,0.0002639187,0.0001185561,0.0001265177,0.0005479777,0.000123395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001424226,0.00002535817,0.9544457,0.0001137474,0.00008190043,0.00003568023,0.0005515102,0.002356621,0.01570989,0.005550158,0.00007413576,0.0209129],"study_design_scores_gemma":[0.0006714973,0.0002351707,0.9610046,0.0005406883,0.00001293486,0.000004380861,0.0005286025,0.00679442,0.01814013,0.01179707,0.0001430107,0.0001275477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763436,0.001061704,0.02133526,0.00008384528,0.00002884108,0.0001565497,0.000006887555,0.000002556485,0.0009807327],"genre_scores_gemma":[0.9972692,0.00007100647,0.002611249,0.000003382657,0.00001709608,0.000006633788,0.000001208663,0.000008449329,0.00001184559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420727,"threshold_uncertainty_score":0.8700894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330002439204218,"score_gpt":0.3197367053382064,"score_spread":0.3064366809461642,"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."}}