{"id":"W3028026904","doi":"","title":"Effective application of service core in a reinforced concrete tall building","year":2009,"lang":"en","type":"other","venue":"UTPedia (Universiti Teknologi Petronas)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Building code; Reinforced concrete; Core (optical fiber); Architectural engineering; Service (business); Code (set theory); Acceleration; Structural engineering; Engineering; Computer science; Business; Telecommunications; History; Archaeology; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001175562,0.0002792765,0.0004758713,0.0006465504,0.00008829826,0.00002620993,0.0003528952,0.0002792685,0.002288524],"category_scores_gemma":[0.00002159828,0.0003020178,0.0001049606,0.0001675381,0.0002176837,0.0001336854,0.0001101967,0.0003239223,0.0001326601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775817,"about_ca_system_score_gemma":0.00006357133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913922,"about_ca_topic_score_gemma":0.0173784,"domain_scores_codex":[0.9988996,0.00004395869,0.0002043701,0.0003640339,0.0001952068,0.000292778],"domain_scores_gemma":[0.9990677,0.0000830811,0.0003787351,0.0002889377,0.0001252475,0.00005629962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117096,0.00002920396,0.0004602864,0.0003847411,0.0002288142,0.00009101204,0.005033316,0.00007227163,0.001714209,0.9204836,0.06814621,0.003244561],"study_design_scores_gemma":[0.002670767,0.0006551804,0.001322543,0.0005678866,0.0002321112,0.000005275836,0.005861168,0.004165546,0.0001659738,0.003223905,0.9799316,0.001198048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.131145,0.0002468846,0.00009940885,0.0002308082,0.0003510099,0.001111313,0.0002895115,0.0002534406,0.8662727],"genre_scores_gemma":[0.5985199,0.0001760629,0.000205219,0.0003336003,0.0006769063,0.00003232753,0.0002748882,0.0001835695,0.3995975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9172598,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145186126216791,"score_gpt":0.2240765752326792,"score_spread":0.2095579626110001,"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."}}