{"id":"W7097356886","doi":"","title":"Author manuscript, published in "1e conférence intercontinentale en intelligence territoriale (IT-Gatineau 2011), Gatineau: Canada (2011)" A LANDSCAPE POTENTIAL CHARACTERIZATION: SPATIAL TEMPLATE OF PEDESTRIAN AMBIENT FIELDS WITHIN THE","year":2011,"lang":"en","type":"article","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Terrain; Measure (data warehouse); Entropy (arrow of time); Point (geometry); Perception","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001733917,0.0006823891,0.0009619436,0.001405793,0.002328788,0.006320956,0.001222595,0.001501692,0.3254057],"category_scores_gemma":[0.006030506,0.0003605613,0.0006044636,0.002885027,0.001238558,0.002148082,0.001609072,0.001083797,0.06925523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813001,"about_ca_system_score_gemma":0.003078127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03056325,"about_ca_topic_score_gemma":0.07460424,"domain_scores_codex":[0.9992932,0.0001112888,0.00005403618,0.0001830194,0.0002609011,0.00009750568],"domain_scores_gemma":[0.9972751,0.0004418899,0.00008789277,0.0002840725,0.001652901,0.0002583058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001725432,0.00005500493,0.001689792,0.0004618094,0.00005066108,0.0002865565,0.0005600997,0.0006548295,0.0008885773,0.02021053,0.8562599,0.1187097],"study_design_scores_gemma":[0.00001082486,0.00001931649,0.001671965,0.0001701323,0.00000896201,0.0001190351,0.0004129299,0.0003899614,0.0004565661,0.001898213,0.994829,0.00001309926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01488199,0.02965266,0.0234349,0.05665834,0.219545,0.000376597,0.0168232,0.001730562,0.6368967],"genre_scores_gemma":[0.03749988,0.008501813,0.007533761,0.001475137,0.004424566,0.00008274573,0.003927151,0.0006604455,0.9358945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9694368,"threshold_uncertainty_score":0.962227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440712597227693,"score_gpt":0.2062265140369037,"score_spread":0.1818193880646267,"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."}}