{"id":"W4386907663","doi":"10.56330/gznb3172","title":"The TallWood House at Brock Commons, Vancouver","year":2018,"lang":"en","type":"article","venue":"The Structural Engineer","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Architectural engineering; Commons; Engineering; Civil engineering; Forensic engineering; Political science; Sociology; Law; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.00003066672,0.000176756,0.00009944112,0.00001552759,0.0003498618,0.00004795791,0.0002693951,0.00004413739,0.0001090934],"category_scores_gemma":[0.000007950476,0.00007980778,0.00005781397,0.00008594216,0.0001089537,0.00007787447,0.00006260664,0.0001256785,0.0001991966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005527483,"about_ca_system_score_gemma":0.000003850496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838892,"about_ca_topic_score_gemma":0.0006852727,"domain_scores_codex":[0.9993709,0.00001523855,0.0001184982,0.00008363326,0.0001291837,0.0002825165],"domain_scores_gemma":[0.9995139,0.00006796219,0.00001333017,0.0003440639,0.00001977951,0.000041011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002066117,0.00001120348,0.00220641,0.00008110562,0.00137242,0.00001145113,0.005101805,0.02884712,0.01861809,0.002658103,0.9112796,0.02960605],"study_design_scores_gemma":[0.001873896,0.0003360475,0.01904823,0.00004798647,0.0002497653,0.00007939401,0.0005059162,0.06206026,0.08672764,0.002766898,0.8249348,0.001369171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889694,0.002170797,0.00004091834,0.000179771,0.002150538,0.0001975668,0.00001045755,0.000783105,0.005497441],"genre_scores_gemma":[0.993896,0.00003890066,0.00008574141,0.00003892227,0.0004056728,0.00001263671,0.000002412092,0.00005222698,0.005467494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08634484,"threshold_uncertainty_score":0.3254467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006462662323623117,"score_gpt":0.17984010244653,"score_spread":0.1733774401229069,"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."}}