{"id":"W7003295168","doi":"","title":"Stick Built","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coarse woody debris; Debris; Woody plant; Natural (archaeology); Tree (set theory); Snag","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003734209,0.0005177339,0.0003175926,0.00106618,0.003392143,0.002724874,0.001161829,0.000549158,0.1856861],"category_scores_gemma":[0.0007133778,0.0003332159,0.0004827241,0.001248333,0.00103526,0.001122836,0.003503808,0.0009723823,0.02768966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346983,"about_ca_system_score_gemma":0.003840588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324277,"about_ca_topic_score_gemma":0.1722655,"domain_scores_codex":[0.9993992,0.00003639819,0.00001417825,0.0001052899,0.0003346107,0.000110234],"domain_scores_gemma":[0.9996414,0.00003067688,0.00001192445,0.00007990421,0.0001093957,0.0001267094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005881672,0.0003951825,0.01261451,0.0005716037,0.0000393907,0.001527469,0.00362543,0.002452504,0.007864038,0.1369486,0.3169093,0.5164638],"study_design_scores_gemma":[0.00002159216,0.0001336435,0.005079899,0.0001194941,0.00001426075,0.000297945,0.001394531,0.000820275,0.001353771,0.00487999,0.9858619,0.00002279796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02669491,0.0002785353,0.01096553,0.0006594408,0.0005043007,0.0003019925,0.003795412,0.002344888,0.954455],"genre_scores_gemma":[0.1501591,0.0006348921,0.02292249,0.0005365804,0.00006124619,0.0002660736,0.005132675,0.001138662,0.8191483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1856861,"threshold_uncertainty_score":0.621182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143106629908843,"score_gpt":0.1567414424713094,"score_spread":0.145310376172221,"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."}}