{"id":"W2085383510","doi":"10.7202/044415ar","title":"Models for Public Space","year":2009,"lang":"fr","type":"article","venue":"Intermédialités Histoire et théorie des arts des lettres et des techniques","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Public space; Space (punctuation); Computer science; Architectural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001735745,0.0006798038,0.0006969554,0.0004030391,0.002107655,0.0009750236,0.0009309197,0.0006094205,0.0002769051],"category_scores_gemma":[0.0009182696,0.000755797,0.0004899866,0.0008541217,0.003239668,0.003119761,0.0001336817,0.0005580224,0.00002691598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408804,"about_ca_system_score_gemma":0.0003797922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425754,"about_ca_topic_score_gemma":0.00254896,"domain_scores_codex":[0.9956476,0.0007134236,0.0008464994,0.0008644127,0.0006145705,0.00131351],"domain_scores_gemma":[0.9970773,0.0005114107,0.0004200419,0.0005842683,0.0009223003,0.0004846493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005618122,0.0003059618,0.0001942835,0.0001252052,0.00005397861,0.00003307227,0.01336876,0.00002585268,0.0004467185,0.6683176,0.03842732,0.2786451],"study_design_scores_gemma":[0.0002517798,0.0005413341,0.0001030984,0.0007816417,0.00008308279,0.00003451587,0.001173325,0.0004761352,0.00151635,0.2514556,0.7428487,0.0007344529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007143839,0.009172004,0.2649844,0.05686042,0.001450468,0.001424344,0.00022709,0.002135703,0.6566017],"genre_scores_gemma":[0.772029,0.002042475,0.04569069,0.009462045,0.0007827883,0.0001980838,0.0001406733,0.0001373619,0.1695169],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7648852,"threshold_uncertainty_score":0.9994893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0679600697533985,"score_gpt":0.3267045336250098,"score_spread":0.2587444638716113,"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."}}