{"id":"W2611536845","doi":"10.1145/3027063.3053252","title":"City Explorer","year":2017,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Public transport; Transit (satellite); Work (physics); Computer science; Transport engineering; Advertising; Business; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006463363,0.001076205,0.0004753778,0.0007452787,0.000604527,0.001412254,0.001470965,0.001089779,0.12834],"category_scores_gemma":[0.002374658,0.0004340107,0.0006997008,0.0003875918,0.0004240436,0.001922801,0.00336893,0.001069136,0.03439996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866273,"about_ca_system_score_gemma":0.0006794144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882184,"about_ca_topic_score_gemma":0.005823175,"domain_scores_codex":[0.9995171,0.0001206201,0.00002602467,0.0001026224,0.0001292058,0.0001045009],"domain_scores_gemma":[0.9991271,0.0003141038,0.00003985255,0.0001537912,0.0001736874,0.0001915058],"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":[0.002548536,0.0005620648,0.004336111,0.001474177,0.000121745,0.0009669443,0.002656832,0.003245804,0.02205664,0.04419511,0.7207784,0.1970576],"study_design_scores_gemma":[0.0002862461,0.0002698137,0.002693929,0.0001115317,0.00004323269,0.0004751015,0.0003541107,0.01049454,0.004670643,0.006406116,0.9741189,0.00007582147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06067824,0.001094133,0.2000497,0.00162332,0.001010393,0.003166434,0.03752112,0.1368246,0.558032],"genre_scores_gemma":[0.2421106,0.0008691458,0.208974,0.002084653,0.0002020565,0.005979237,0.05068348,0.02343066,0.4656662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.12834,"threshold_uncertainty_score":0.4293401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795379857575578,"score_gpt":0.3329922651589277,"score_spread":0.2534542794013699,"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."}}