{"id":"W4205186260","doi":"10.22215/etd/2020-14107","title":"Bike Assisted Linear Search and Evacuation","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Robot; Computer science; Face (sociological concept); Search and rescue; Position (finance); Artificial intelligence; Operations research; Simulation; Engineering","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":[0.0003198369,0.0006418785,0.0007842253,0.0003962292,0.0005253627,0.0007932754,0.0006974483,0.001384985,0.00586904],"category_scores_gemma":[0.001904361,0.0002689373,0.0004897275,0.000984572,0.0009471903,0.001357344,0.001259659,0.0009383119,0.0007141155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000887093,"about_ca_system_score_gemma":0.0009589082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374689,"about_ca_topic_score_gemma":0.004146222,"domain_scores_codex":[0.9996995,0.0001033686,0.000009556236,0.00006398319,0.00005715628,0.00006644792],"domain_scores_gemma":[0.999384,0.0004123932,0.00006428699,0.0000331084,0.00006699353,0.00003912524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001928379,0.00006723529,0.0003022299,0.0002472975,0.00003830298,0.00007024245,0.00009777501,0.9079689,0.001192704,0.04483956,0.004073722,0.0409092],"study_design_scores_gemma":[0.000025903,0.00007161487,0.0002192492,0.00002755741,0.000008690288,0.00003692191,0.00007026515,0.9725126,0.0006419662,0.02290123,0.003467193,0.00001685196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08284957,0.003631245,0.8597909,0.001575656,0.0002167082,0.00009332006,0.000333331,0.0004400574,0.05106921],"genre_scores_gemma":[0.8245941,0.00276646,0.1084933,0.0003245911,0.0001182562,0.000235678,0.0003849093,0.0001188284,0.06296371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00586904,"threshold_uncertainty_score":0.01963389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838835411246022,"score_gpt":0.326392416947912,"score_spread":0.2780040628354518,"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."}}