{"id":"W6981495647","doi":"","title":"385. The Energy Innovation Challenge and piloting decentralized energy strategies in Medicine Hat","year":2024,"lang":"en","type":"other","venue":"","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Decentralised system; Efficient energy use; Field (mathematics); Renewable energy; Production (economics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007907717,0.0002475242,0.0003333252,0.000207052,0.00005870043,0.00002857626,0.0000938861,0.0001049715,0.001454142],"category_scores_gemma":[0.000001960171,0.0001392399,0.0000324879,0.0003302607,0.0001321923,0.00003451465,0.00006349784,0.0002236439,0.00001348906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678366,"about_ca_system_score_gemma":0.00003340847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294178,"about_ca_topic_score_gemma":0.0006544676,"domain_scores_codex":[0.9990789,0.0000391453,0.0002811142,0.0002775558,0.0001076761,0.0002156251],"domain_scores_gemma":[0.9996792,0.00003898794,0.0001117483,0.0001258307,0.00001899057,0.00002525644],"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":[0.000003469737,0.00002520274,0.0000389556,0.00002063964,0.000187884,0.000001707131,0.0003325306,0.000002821566,0.000004868376,0.7909488,0.1757575,0.03267558],"study_design_scores_gemma":[0.0002992782,0.00003213356,0.000006228669,0.0002541598,0.00004199296,2.032956e-7,0.001615911,0.00003897994,0.000005666847,0.01476982,0.9827775,0.0001581591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001202751,0.02149306,0.005158894,0.001399871,0.0004249798,0.00006667797,0.000005408031,0.00006755836,0.9713715],"genre_scores_gemma":[0.1479114,0.00262978,0.0001346316,0.00009723776,0.001349634,0.00007429947,0.00007473231,0.0002075179,0.8475207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8070199,"threshold_uncertainty_score":0.9994587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451897440449982,"score_gpt":0.2497705190249044,"score_spread":0.2352515446204046,"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."}}