{"id":"W3083857439","doi":"10.32393/csme.2020.13","title":"Development of a Novel Radiant Floor System","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Environmental science","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":[0.0001998247,0.0003062247,0.0003606913,0.000333186,0.0003437687,0.0004774411,0.000872698,0.0005236227,0.004162622],"category_scores_gemma":[0.0001921093,0.0002462112,0.0003154874,0.0002610342,0.000183531,0.0006767426,0.0004077649,0.0004179022,0.002284167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101424,"about_ca_system_score_gemma":0.0003698778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005838876,"about_ca_topic_score_gemma":0.0008574986,"domain_scores_codex":[0.9997321,0.00001908658,0.000009983327,0.00007001019,0.0001279774,0.00004080236],"domain_scores_gemma":[0.9998689,0.000007263998,0.00002007993,0.00001847505,0.00006273605,0.0000227044],"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":[0.00007869293,0.00009981626,0.000631345,0.0002322024,0.00001678303,0.0002735893,0.00009337258,0.005021119,0.934632,0.003379506,0.001618254,0.05392336],"study_design_scores_gemma":[0.00006002902,0.001966125,0.005090761,0.00005129238,0.00007380963,0.001204685,0.0001260485,0.08759389,0.8135524,0.0005375409,0.08965109,0.00009231502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.463481,0.00158774,0.491477,0.0004690594,0.0006682661,0.0005051693,0.0004963563,0.004738316,0.03657695],"genre_scores_gemma":[0.7272506,0.0005424587,0.2520995,0.0001432908,0.00006444169,0.0001664201,0.0003839774,0.0001504444,0.01919887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004162622,"threshold_uncertainty_score":0.01392531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137691230163233,"score_gpt":0.1966540255050401,"score_spread":0.1852771132034077,"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."}}