{"id":"W7060904788","doi":"","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":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","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"],"consensus_categories":[],"category_scores_codex":[0.0009486139,0.000884593,0.0008210344,0.0003233627,0.007747195,0.000301635,0.0006903252,0.0007311525,0.00007075152],"category_scores_gemma":[0.0001056287,0.0009896202,0.0005725934,0.0006254126,0.0003795718,0.0006545387,0.0002487813,0.001775082,0.0003315169],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004371742,"about_ca_system_score_gemma":0.01130835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2342212,"about_ca_topic_score_gemma":0.02613341,"domain_scores_codex":[0.9939505,0.001991573,0.0006736729,0.001189727,0.0008677704,0.001326741],"domain_scores_gemma":[0.9970065,0.0006905826,0.0004308322,0.0005618283,0.0007024159,0.0006078213],"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":[0.002636344,0.001769055,0.00473437,0.0002441739,0.001703995,0.002025485,0.06979118,0.09078962,0.1139656,0.7045292,0.007124541,0.0006863608],"study_design_scores_gemma":[0.009841924,0.001540128,0.02903465,0.001353071,0.0007489283,0.0005123075,0.3221787,0.05524219,0.4724236,0.02723983,0.07584089,0.00404377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4858886,0.04281215,0.3481459,0.01513252,0.002644435,0.01161587,0.0007837209,0.001104239,0.09187257],"genre_scores_gemma":[0.9009687,0.001007901,0.001718734,0.00005096509,0.0002286853,0.0006111885,0.0006096254,0.0001384448,0.09466581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6772894,"threshold_uncertainty_score":0.9994503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046222743717976,"score_gpt":0.2306660219491332,"score_spread":0.2202037945119534,"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."}}