{"id":"W2365582090","doi":"","title":"The Investigation and Practice on Improving Mechanical Property of Foils for Air Conditioners","year":2000,"lang":"en","type":"article","venue":"Light Alloy Fabrication Technology","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Air conditioning; Conditioners; Property (philosophy); Materials science; Process (computing); Metallurgy; Mechanical engineering; Engineering; Forensic engineering; Computer science; Polymer science","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":[0.0002038031,0.0001031467,0.0001178243,0.0001454992,0.0001927791,0.000024624,0.000166948,0.0001874836,0.000007462359],"category_scores_gemma":[0.0007220045,0.00006867872,0.00003119485,0.0002717087,0.000155631,0.0001695689,0.00001512618,0.0001373235,0.00001260326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726003,"about_ca_system_score_gemma":0.00001622287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002018416,"about_ca_topic_score_gemma":0.000002305854,"domain_scores_codex":[0.9992977,0.00002404129,0.0002769367,0.0001709043,0.00008984465,0.0001405351],"domain_scores_gemma":[0.9992466,0.0002425826,0.00009342965,0.0002719253,0.0001238187,0.00002164219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005505427,0.00004401893,0.00002401359,0.0001018878,0.00008012277,6.494622e-7,0.0001429282,0.0008216996,0.2751088,0.3513383,0.006983967,0.3652985],"study_design_scores_gemma":[0.0006825074,0.0004480962,0.0003068257,0.00007325409,0.00005310587,0.00002816094,0.000563578,0.02143392,0.7391225,0.055877,0.1811044,0.000306623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5120885,0.001936429,0.1194991,0.3346715,0.0009301795,0.005721633,0.00007611406,0.01151802,0.01355848],"genre_scores_gemma":[0.9901899,0.0002848927,0.008479871,0.0001983621,0.00002185804,0.0003682566,0.00002029728,0.00001784739,0.0004187498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4781013,"threshold_uncertainty_score":0.2800637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985159549095195,"score_gpt":0.2253591706565762,"score_spread":0.2155075751656242,"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."}}