{"id":"W8968777","doi":"10.1093/humrep/11.suppl_5.159","title":"L’aménagement lumière : Pour éclairer le sens de la ville","year":2004,"lang":"fr","type":"article","venue":"Continuité","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0007407546,0.0002103554,0.0003007646,0.0000354378,0.0008084763,0.0001347699,0.0002648035,0.0002533045,0.0004451532],"category_scores_gemma":[0.0002306587,0.0002331122,0.0001951194,0.0002955969,0.00119451,0.0001476437,0.0001288955,0.0002509477,0.0004940082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560996,"about_ca_system_score_gemma":0.0004598928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02453808,"about_ca_topic_score_gemma":0.0134083,"domain_scores_codex":[0.9981229,0.0003097062,0.0002384561,0.0003016573,0.0003160653,0.0007112271],"domain_scores_gemma":[0.9992777,0.000169601,0.0001035625,0.0001647705,0.00009577798,0.0001886332],"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":[0.000004660252,0.0002889039,0.001573971,0.00002987981,0.0001316979,0.00009990497,0.06050878,0.00004607753,0.000105813,0.8128408,0.08065178,0.0437177],"study_design_scores_gemma":[0.0008830956,0.00003528743,0.005404913,0.00009676184,0.00006142838,0.000002497525,0.01660649,0.00001076625,0.0001287958,0.04505226,0.9314272,0.0002905532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09323903,0.03299768,0.0006501529,0.03411659,0.001868873,0.0003041632,0.00001763436,0.0001377963,0.8366681],"genre_scores_gemma":[0.7263271,0.001569283,0.0005737552,0.0006458179,0.001588174,0.00001895733,0.000001518544,0.00002066837,0.2692548],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8507754,"threshold_uncertainty_score":0.9819576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669446236170752,"score_gpt":0.2508673070491661,"score_spread":0.2341728446874586,"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."}}