{"id":"W4402726944","doi":"10.1016/j.ijft.2024.100867","title":"Experimental study and statistical analysis of system performance parameters of a household freezer","year":2024,"lang":"en","type":"article","venue":"International Journal of Thermofluids","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Statistical analysis; Statistics; Computer science; Econometrics; Reliability engineering; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000139531,0.00006167469,0.0001773817,0.0004397216,0.000008522329,0.00003426702,0.0001529139,0.00002520544,0.00002183601],"category_scores_gemma":[0.00001393249,0.00004899093,0.0000673917,0.0001424987,0.00004391998,0.0001176181,0.00002152245,0.00007802898,4.744881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005202308,"about_ca_system_score_gemma":0.00001221397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004913531,"about_ca_topic_score_gemma":6.471448e-7,"domain_scores_codex":[0.9992762,0.00001516191,0.0003580099,0.00005257746,0.0002538043,0.00004429084],"domain_scores_gemma":[0.9997215,0.00007369326,0.00005656264,0.00006242853,0.00006802211,0.00001778478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004276844,0.001261128,0.08557755,0.0007929998,0.04579701,0.0006152734,0.01124604,0.1467349,0.6288851,0.02411804,0.002385939,0.05215832],"study_design_scores_gemma":[0.001496428,0.002127951,0.1174464,0.001102319,0.001429056,0.000217412,0.008660029,0.4841369,0.3827006,0.0001602556,0.0001300554,0.0003925625],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909284,0.000548551,0.007928765,0.00001430086,0.0003364051,0.00003538246,0.00004154635,0.00004668019,0.0001200037],"genre_scores_gemma":[0.9989998,0.0000466952,0.000913897,0.000002535239,0.0000184253,0.000002162464,0.000002625146,0.000007637474,0.000006238251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374021,"threshold_uncertainty_score":0.1997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573597964487129,"score_gpt":0.2606699772029855,"score_spread":0.2449339975581142,"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."}}