{"id":"W7145346531","doi":"","title":"Surveillance Study on Traffic Convenience of Public Traffic in Housing Complex","year":2009,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Quarter (Canadian coin); Residential area; Public transport; Central city; Scale (ratio); Survey data collection; Public housing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009819204,0.0004428664,0.0005879914,0.0002252977,0.0005812559,0.0001762903,0.0006383393,0.0001304961,0.000159582],"category_scores_gemma":[0.0004388557,0.0004515375,0.0001101712,0.001079859,0.0009514413,0.001036288,0.0001743184,0.0004891873,0.00009668402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006792687,"about_ca_system_score_gemma":0.000281098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009170335,"about_ca_topic_score_gemma":0.001839819,"domain_scores_codex":[0.9957393,0.0003571112,0.001032206,0.0009457785,0.001257249,0.0006683532],"domain_scores_gemma":[0.9982778,0.0002650022,0.0003870854,0.0007364299,0.00006804816,0.0002655623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001419181,0.016525,0.578468,0.0001891823,0.0001906894,0.003501667,0.01065142,0.302811,0.04833153,0.008212979,0.003353115,0.02634629],"study_design_scores_gemma":[0.002230639,0.001461104,0.9726152,0.0004147522,0.0000318128,0.00008114646,0.001761494,0.01448782,0.0006704915,0.000009991556,0.005424937,0.000810545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946175,0.0002632937,0.0002206565,0.0003296403,0.00125194,0.0006660316,0.0004357491,0.00007054654,0.002144591],"genre_scores_gemma":[0.9988078,0.00003194181,0.0004041533,0.0001401054,0.0002800694,0.00001077459,0.0002485587,0.00001563618,0.00006093833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3941472,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265018220733909,"score_gpt":0.2763429942098988,"score_spread":0.2236928120025597,"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."}}