{"id":"W4240105298","doi":"10.1109/ihtc.2017.8058164","title":"The 3rd IEEE Canada International Humanitarian Technology Conference (IHTC 2017) Student Design Competition","year":2017,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Computer science; Engineering; Aeronautics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00506979,0.001449192,0.001107414,0.00136695,0.006594709,0.008665657,0.002062578,0.00301142,0.1193871],"category_scores_gemma":[0.002216422,0.0005056464,0.0009737757,0.0009632127,0.002097521,0.001268129,0.004016303,0.003248422,0.03571414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261051,"about_ca_system_score_gemma":0.03208718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1580931,"about_ca_topic_score_gemma":0.5342669,"domain_scores_codex":[0.9972946,0.0002504185,0.00003913499,0.0001776226,0.001529248,0.0007089836],"domain_scores_gemma":[0.9945686,0.0001258422,0.00003367976,0.000146513,0.002301998,0.002823404],"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":[0.0002826522,0.0005742345,0.001510125,0.00009146659,0.00002345001,0.00009723975,0.0004868484,0.002486923,0.002234643,0.01043546,0.9196166,0.06216039],"study_design_scores_gemma":[0.00005805453,0.0002043455,0.00278778,0.00006349599,0.00001097824,0.00003597356,0.001303425,0.003688633,0.002067606,0.004375392,0.9853594,0.00004488413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05716262,0.001452323,0.02770443,0.03364212,0.02922011,0.000844361,0.005451571,0.002253519,0.8422689],"genre_scores_gemma":[0.06812204,0.0005855085,0.005187476,0.001495047,0.0006030279,0.0002562035,0.004546999,0.0006673504,0.9185364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1580931,"threshold_uncertainty_score":0.3993895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153390489976501,"score_gpt":0.2353478506320649,"score_spread":0.2138139457322999,"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."}}