{"id":"W7101075192","doi":"","title":"Performance Improvement Cycle effect Supermarket High Cooling & Low power Refrigeration systems","year":2015,"lang":"en","type":"article","venue":"","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigeration; Refrigerant; HVAC; Gas compressor; Chiller; Energy consumption; Waste heat; Absorption refrigerator; Heat pump and refrigeration cycle","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002019195,0.0004257855,0.0001709253,0.0004288932,0.0002792708,0.0004466997,0.0006722506,0.0002705455,0.0183889],"category_scores_gemma":[0.0003187705,0.00008362679,0.0001728911,0.0005479136,0.0001568833,0.0006073024,0.0003980894,0.0002912962,0.002988894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006269834,"about_ca_system_score_gemma":0.0002802623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595962,"about_ca_topic_score_gemma":0.001549465,"domain_scores_codex":[0.9998125,0.00002652913,0.000007128562,0.00003580546,0.00008669786,0.00003132983],"domain_scores_gemma":[0.9997427,0.00003484022,0.0000218718,0.00003088575,0.0001536393,0.00001601253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001796911,0.0005096364,0.01067357,0.0008324407,0.00006091013,0.0001552158,0.0001489124,0.03265018,0.3116944,0.003907736,0.0241198,0.6134502],"study_design_scores_gemma":[0.0002775005,0.002596177,0.05170193,0.00006219951,0.000109928,0.0004005332,0.00008990018,0.1282829,0.6575734,0.001767163,0.157063,0.00007535729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025748,0.00233703,0.07855956,0.0005985851,0.0001705411,0.0002751915,0.002054417,0.007962592,0.1054673],"genre_scores_gemma":[0.9772798,0.0001878403,0.0088311,0.00006425392,0.0000363476,0.00005028072,0.0005777355,0.0001399568,0.01283272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0183889,"threshold_uncertainty_score":0.061517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508720970139047,"score_gpt":0.219373121806134,"score_spread":0.1942859121047435,"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."}}