{"id":"W3209187448","doi":"10.5281/zenodo.3526490","title":"Sidewalk Environment for Visual Navigation","year":2019,"lang":"en","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal; Université de Montréal","funders":"","keywords":"Computer science; Geography; Computer graphics (images); Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003705303,0.000574942,0.0005215771,0.0003611956,0.0001191512,0.000160326,0.0004963352,0.0008600194,0.0001471126],"category_scores_gemma":[0.00005329929,0.0006532167,0.0002683546,0.000171083,0.00004221899,0.0001905492,0.0001124378,0.0006255356,0.0002924319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000917216,"about_ca_system_score_gemma":0.000107165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005600492,"about_ca_topic_score_gemma":0.0004869539,"domain_scores_codex":[0.9978167,0.00004586443,0.0006113715,0.0004631669,0.0004118951,0.0006509777],"domain_scores_gemma":[0.9984759,0.0001357707,0.0001925955,0.0009294649,0.00004980092,0.0002164434],"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":[0.00002369758,0.00008382579,0.0000382233,0.0003646222,0.00008776757,0.000008148074,0.00001645949,0.05723387,0.0005017203,0.0001906138,0.9383413,0.003109728],"study_design_scores_gemma":[0.0003611185,0.0001038173,0.0001711219,0.00008107841,0.00009243401,0.00001868771,0.00001635741,0.28064,0.0004803394,0.0002067277,0.7172403,0.0005880984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004909951,0.0006354854,0.2687931,0.0001790388,0.0004144183,0.001409008,0.7275345,0.000506761,0.00003665133],"genre_scores_gemma":[0.001337933,0.0008918051,0.01044379,0.0005940141,0.0003023915,0.001364527,0.9842984,0.0001622526,0.000604852],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2583494,"threshold_uncertainty_score":0.9995919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008662449400501145,"score_gpt":0.2354342119145015,"score_spread":0.2267717625140004,"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."}}