{"id":"W7097895860","doi":"","title":"Bertoldi: “Major Households Appliances in New Member States and Candidate Countries: looking for energy savings","year":2006,"lang":"en","type":"article","venue":"","topic":"Energy Efficiency and Management","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity; Consumption (sociology); Quarter (Canadian coin); Member states; Limiting; Mains electricity; Energy consumption; Unit (ring theory)","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":[0.0001519135,0.0001950455,0.0002115283,0.0000926578,0.0001097982,0.00009614963,0.0001432394,0.00007283222,0.0001046819],"category_scores_gemma":[0.000007988052,0.0001708461,0.00003777612,0.000168003,0.00006075077,0.0001401214,0.00006627889,0.00003961771,0.000003134361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005067988,"about_ca_system_score_gemma":0.00004591916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1384915,"about_ca_topic_score_gemma":0.212875,"domain_scores_codex":[0.9987553,0.00001523228,0.0002933051,0.0003637768,0.0001605805,0.0004117808],"domain_scores_gemma":[0.9995694,0.00009714899,0.00007004452,0.0001776536,0.00002355843,0.00006219104],"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":[0.0001187212,0.00009516707,0.004373736,0.00009699565,0.00004772145,0.00001331461,0.0002760814,0.06205259,0.0003706185,0.8802259,0.03945021,0.01287897],"study_design_scores_gemma":[0.001502315,0.00005957667,0.0007506884,0.00004062798,0.00002359466,0.000002122101,0.0001844846,0.003900175,0.006595404,0.01237374,0.9742194,0.0003479152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6837039,0.005044071,0.09387489,0.003100006,0.000695145,0.000777406,0.00003830121,0.0006513544,0.2121149],"genre_scores_gemma":[0.9524636,0.0004812291,0.001934764,0.001230667,0.0001872683,0.0000876235,0.00004855979,0.00004148403,0.04352485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9347692,"threshold_uncertainty_score":0.8672454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007227954331588691,"score_gpt":0.2205762839119569,"score_spread":0.2133483295803682,"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."}}