{"id":"W7021049794","doi":"","title":"Novel Sensors for Improving Reinforced Concrete Design and Assessment","year":2018,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Deflection (physics); Reinforced concrete; Stiffness; Finite element method; Beam (structure); Reinforcement; Cracking; Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008275014,0.0008399372,0.000337138,0.0006936979,0.000160848,0.000622766,0.0007867384,0.0009612372,0.001669445],"category_scores_gemma":[0.001183161,0.0003878261,0.0002930977,0.0004334352,0.0003077002,0.001215699,0.0005784974,0.0005978392,0.0006251161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007084423,"about_ca_system_score_gemma":0.000413352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007308961,"about_ca_topic_score_gemma":0.00265354,"domain_scores_codex":[0.9988492,0.0001098411,0.00003419969,0.0001830339,0.0007699234,0.00005389846],"domain_scores_gemma":[0.9991763,0.0001643489,0.000201925,0.00007399564,0.0003588015,0.00002465288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008158646,0.00008275689,0.003036769,0.0003066879,0.00002365031,0.000055819,0.000173868,0.01312576,0.8163068,0.003466393,0.001322123,0.1620179],"study_design_scores_gemma":[0.00001717078,0.0005204887,0.005748226,0.00009267549,0.00005598118,0.0002373968,0.0002067904,0.1253693,0.8322628,0.001530451,0.03386069,0.00009807255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1764686,0.003370076,0.8037875,0.0005083131,0.0003701634,0.0002719956,0.0004426898,0.001896853,0.01288385],"genre_scores_gemma":[0.527521,0.00220281,0.4586949,0.0001782374,0.00009162206,0.0001469218,0.0002573158,0.00007469116,0.01083254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001669445,"threshold_uncertainty_score":0.005584836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282483147614298,"score_gpt":0.2369344955355543,"score_spread":0.2241096640594113,"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."}}