{"id":"W3147588892","doi":"","title":"Hydro-Québec's distribution vision and roadmap 2008–2023","year":2009,"lang":"en","type":"article","venue":"2009 20th International Conference and Exhibition on Electricity Distribution","topic":"Border Security and International Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Environmental science; Environmental resource management","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":[],"consensus_categories":[],"category_scores_codex":[0.0004611738,0.0001863574,0.0001628072,0.0001164559,0.0007587525,0.0002951039,0.0001618295,0.0002007677,0.0004123479],"category_scores_gemma":[0.000441728,0.0001936231,0.00006519874,0.0003145013,0.0001798478,0.0007336407,0.00002360533,0.0003074611,0.0000750801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114485,"about_ca_system_score_gemma":0.0002291101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378991,"about_ca_topic_score_gemma":0.002407427,"domain_scores_codex":[0.9981886,0.0001307098,0.0003199928,0.0003888381,0.000629357,0.0003424673],"domain_scores_gemma":[0.9989514,0.000111071,0.0001632267,0.0001014855,0.0004835386,0.0001892134],"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":[0.0001151857,0.0002469934,0.0005992446,0.000003061979,0.00002190705,0.000003515483,0.0003078735,0.00001815788,0.0004394967,0.9212695,0.01727878,0.05969624],"study_design_scores_gemma":[0.002325442,0.001816806,0.1630597,0.0003123705,0.00008038618,0.00003612671,0.0008604582,0.02679364,0.001671202,0.132986,0.6689734,0.001084437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.696914,0.001414696,0.05804103,0.1093301,0.001021484,0.001136789,0.002683807,0.0004829318,0.1289751],"genre_scores_gemma":[0.9931202,0.002047886,0.00002255818,0.0006364849,0.00024403,0.00001331691,0.002401421,0.000004890961,0.001509239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7882835,"threshold_uncertainty_score":0.789572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818453677300362,"score_gpt":0.3058537946759531,"score_spread":0.2876692579029495,"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."}}