{"id":"W2810406778","doi":"10.5539/mas.v12n7p128","title":"Interactive Placemaking - Prototype of an Intelligent Urban Building Infrastructure for Critical Borderlands / Kinmen","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer security; Context (archaeology); Architectural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566315,0.0001053711,0.0001715932,0.0001660876,0.001130971,0.000154545,0.0005920549,0.00006996014,0.0001469747],"category_scores_gemma":[0.0006015227,0.00009892742,0.00004632701,0.000611418,0.002432232,0.000333248,0.00006770036,0.0001167402,0.000003944996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857073,"about_ca_system_score_gemma":0.000492167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554792,"about_ca_topic_score_gemma":0.0009467644,"domain_scores_codex":[0.998324,0.00005213689,0.0002433024,0.0004666061,0.0005363492,0.000377654],"domain_scores_gemma":[0.9988339,0.0002295469,0.0001006393,0.0002736889,0.0004063131,0.0001559062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001174604,0.0004113285,0.001578871,0.0001131542,0.00004402742,8.105389e-7,0.2214975,0.001503798,0.1744416,0.4737883,0.00008826215,0.1253577],"study_design_scores_gemma":[0.0004434594,0.000965892,0.001338254,0.00008315014,0.000069799,3.888104e-7,0.01753648,0.7154168,0.05677986,0.201554,0.005267433,0.0005444057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3092595,0.000007210784,0.6827653,0.000183263,0.0001216804,0.0008463974,0.000008594122,0.00005097638,0.006757073],"genre_scores_gemma":[0.990775,6.472314e-7,0.008734148,0.0001036508,0.0002292441,0.0001196552,0.000002537694,0.000007502596,0.00002764158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.713913,"threshold_uncertainty_score":0.8961661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188250716480876,"score_gpt":0.3652109817421572,"score_spread":0.3463859100940696,"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."}}