{"id":"W7039468604","doi":"","title":"Modeling and simulation of automotive gas exchange valve solenoid actuators","year":2003,"lang":"en","type":"article","venue":"","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Automotive industry; Modeling and simulation; Actuator; Solenoid valve; Solenoid","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":[0.000100765,0.00006407355,0.00007098311,0.00002247928,0.00002254781,0.000005784758,0.00004013387,0.00007630095,0.0000564144],"category_scores_gemma":[0.0001591304,0.00005436948,0.00004870411,0.00004690678,0.00003828507,0.000001809846,0.00004050965,0.00003813842,0.000001071977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000757219,"about_ca_system_score_gemma":0.00003632338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002818463,"about_ca_topic_score_gemma":0.00001303762,"domain_scores_codex":[0.9994962,0.00002135429,0.0000908108,0.0001683787,0.00009564836,0.0001276247],"domain_scores_gemma":[0.9997047,0.00001089589,0.00001525552,0.0001057765,0.0001064713,0.000056967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000212634,0.0001267811,0.0006322584,0.0001204535,0.0001248199,7.969271e-7,0.0002573207,0.02068359,0.9349259,0.0003564269,0.0004012359,0.04215783],"study_design_scores_gemma":[0.0003433677,0.0001410419,0.00004040725,0.000007144994,0.000009049726,0.000001275132,0.00009754975,0.04575851,0.9521447,0.0003248992,0.001035139,0.00009694428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689174,0.0007010808,0.0267502,0.00002478662,0.00001936245,0.00009310901,0.000006893873,0.000004883407,0.003482249],"genre_scores_gemma":[0.9990546,0.0002509239,0.0003718627,0.00005837624,0.00003344325,0.00000374249,0.00001690785,0.000006852944,0.000203337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04206089,"threshold_uncertainty_score":0.2217123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087490439840294,"score_gpt":0.3128931858973053,"score_spread":0.2920182814989024,"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."}}