{"id":"W2386516624","doi":"","title":"Reseach and Analysis for Some New Technics of the Refrigerated Van","year":2003,"lang":"en","type":"article","venue":"Special Purpose Vehicle","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Engineering; Forensic engineering; Engineering drawing; Mechanical 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":[0.0001128309,0.00008956622,0.0002101133,0.00007089444,0.00006684577,0.00001770567,0.00009550002,0.00005324608,0.00002339357],"category_scores_gemma":[0.00005634623,0.00006948708,0.00009890756,0.0004980926,0.00002749447,0.00007522571,0.00001021941,0.00008247793,0.0000026423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003014214,"about_ca_system_score_gemma":0.00001675597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001309889,"about_ca_topic_score_gemma":0.00007082422,"domain_scores_codex":[0.999368,0.00002482626,0.0001944388,0.0001201136,0.0001187269,0.0001738904],"domain_scores_gemma":[0.9995982,0.00003806403,0.00003456115,0.0002372466,0.00003525239,0.00005666503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002255452,0.0001197455,0.01303431,0.0001976843,0.001549172,0.000008588137,0.0009980666,0.08392124,0.6686848,0.1523068,0.009115231,0.06983884],"study_design_scores_gemma":[0.004740652,0.0002507658,0.01832391,0.00005938763,0.000833741,0.00001008034,0.0005167815,0.0508164,0.2959053,0.07184009,0.5556914,0.001011569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930365,0.00329346,0.03348647,0.0002643855,0.001098842,0.001913153,0.0001125223,0.0003371266,0.02912904],"genre_scores_gemma":[0.9980199,0.00002734892,0.0003269676,0.00001560514,0.0003757908,0.000009608676,0.000002391021,0.00001807271,0.001204308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5465761,"threshold_uncertainty_score":0.2833601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125851262203114,"score_gpt":0.2237636517785587,"score_spread":0.2125051391565275,"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."}}