{"id":"W4390597010","doi":"10.12841/wood.1644-3985.405.05","title":"UTILIZATION OF PEELER CORES FOR PRODUCING BEAMS WITH HOLLOW CROSS - SECTION","year":2022,"lang":"en","type":"article","venue":"Drewno Prace Naukowe Doniesienia Komunikaty = Wood Research Papers Reports Announcements","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Section (typography); Cross section (physics); Materials science; Forensic engineering; Composite material; Polymer science; Engineering; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004030881,0.0003063158,0.0004080902,0.0003985189,0.001351207,0.000189069,0.00031926,0.000112331,0.0003523899],"category_scores_gemma":[0.0003421241,0.0002847664,0.0001076386,0.0008537615,0.0002179501,0.0006302371,0.0002578096,0.0005539039,0.000002173696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762167,"about_ca_system_score_gemma":0.000254053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120197,"about_ca_topic_score_gemma":0.00006176851,"domain_scores_codex":[0.9957811,0.0002188558,0.0007802548,0.0006405651,0.001730738,0.0008485332],"domain_scores_gemma":[0.9980031,0.0001253677,0.0003229767,0.0007490959,0.0006590061,0.0001404677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003073296,0.001009752,0.01057088,0.00250607,0.001260649,0.0003957943,0.01436056,0.2306942,0.7138759,0.0005728934,0.007272528,0.0144074],"study_design_scores_gemma":[0.002663899,0.00273825,0.004347906,0.000270029,0.0001126277,0.0004575698,0.005093758,0.003937035,0.08901442,0.0002135676,0.8900543,0.001096625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989436,0.0003151856,0.0006093085,0.00006752787,0.001426815,0.002096816,0.000109199,0.0002081152,0.005731092],"genre_scores_gemma":[0.9929695,0.0001352532,0.0008813143,0.00001801497,0.0001466872,0.00095959,0.0005648579,0.00009581351,0.004229004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8827818,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05598167029231763,"score_gpt":0.3320559206121483,"score_spread":0.2760742503198306,"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."}}