{"id":"W7104265329","doi":"10.71781/3041","title":"Penser Montréal en tant que «métropole culturelle numérique durable» par le design participatif, la prospective et le design critique","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horizon; Mutual aid; Transition time","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001203714,0.0009578734,0.0008223412,0.0006905883,0.008907746,0.0003690914,0.001231959,0.001356062,0.00002940809],"category_scores_gemma":[0.0005311024,0.001112173,0.0003887398,0.001250395,0.0007440241,0.002030371,0.0004525866,0.001945413,0.0002951955],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006066381,"about_ca_system_score_gemma":0.006031914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1260065,"about_ca_topic_score_gemma":0.03024217,"domain_scores_codex":[0.9936221,0.00202875,0.0009038639,0.00158276,0.0008634398,0.000999128],"domain_scores_gemma":[0.9955664,0.0008739094,0.0008724612,0.0008350312,0.001559916,0.0002922504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001146266,0.0008532449,0.001080817,0.0001449711,0.0007509532,0.00665341,0.09997984,0.03479093,0.09074923,0.7579299,0.005465985,0.0004544365],"study_design_scores_gemma":[0.004666774,0.001288598,0.02899112,0.001692939,0.0003828912,0.004499492,0.1719867,0.08665203,0.6289124,0.04377544,0.02387614,0.003275376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1257206,0.007206659,0.8159031,0.009455654,0.004085143,0.003642463,0.00009179745,0.001568697,0.03232594],"genre_scores_gemma":[0.9304731,0.0005757644,0.01739248,0.000241105,0.0001775556,0.0005437523,0.0001956335,0.0001142068,0.05028641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8047525,"threshold_uncertainty_score":0.9999404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416476805276721,"score_gpt":0.2258552249856235,"score_spread":0.2116904569328563,"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."}}