{"id":"W2799906847","doi":"10.12795/anduli.2017.i16.11","title":"Optimización y Reinvención del espacio Urbano Canadiense.","year":2017,"lang":"es","type":"article","venue":"Anduli","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001851634,0.0003534622,0.0004774582,0.0001052474,0.0006735204,0.0004799144,0.000615597,0.0002500896,0.0006903239],"category_scores_gemma":[0.0001257301,0.0003571512,0.0002581647,0.0001078691,0.0001367899,0.0003099393,0.00009616276,0.0002926096,0.0005160413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335221,"about_ca_system_score_gemma":0.00008410281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799335,"about_ca_topic_score_gemma":0.0038646,"domain_scores_codex":[0.9984035,0.00003933165,0.0003221999,0.0003874809,0.0002412326,0.0006061835],"domain_scores_gemma":[0.998154,0.00003626867,0.0001460598,0.001203267,0.00008876557,0.0003716438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002155702,0.0003659133,0.1965155,0.0009644478,0.005043868,0.002923936,0.003532807,0.0484217,0.008399366,0.06990125,0.5489958,0.1147198],"study_design_scores_gemma":[0.001818404,0.0003238424,0.05351691,0.0004564594,0.001272425,0.00004217742,0.0001206633,0.5987269,0.003951243,0.001038639,0.3365008,0.00223156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.722991,0.01095957,0.03058395,0.008086612,0.003997467,0.0008464087,0.0003729967,0.000732112,0.2214299],"genre_scores_gemma":[0.9863093,0.0006247283,0.001315871,0.0001783655,0.0005205187,0.00001155689,0.00002006907,0.00006280094,0.01095676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5503052,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728249473442283,"score_gpt":0.2226021713716819,"score_spread":0.205319676637259,"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."}}