{"id":"W7005542271","doi":"","title":"Quarter Car Suspension Model","year":2024,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suspension (topology); Mechanical vibration; Product design; Product (mathematics); New product development; Quarter (Canadian coin); Base (topology); Vibration","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009883005,0.0003015561,0.0002220153,0.0002774932,0.0001379257,0.00007813912,0.0003775196,0.0002703266,0.00002302357],"category_scores_gemma":[0.00001797367,0.0002945917,0.000252842,0.0003141544,0.0002446513,0.00003202134,0.0002838176,0.0002602159,0.0002246315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007645784,"about_ca_system_score_gemma":0.0001696329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004082503,"about_ca_topic_score_gemma":0.00009945175,"domain_scores_codex":[0.9985412,0.0000517084,0.0002149923,0.0005985161,0.0001124599,0.0004810964],"domain_scores_gemma":[0.9991585,0.00003423452,0.00005080294,0.0005122452,0.00004977284,0.0001944413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003860561,0.001984766,0.01933474,0.0006598235,0.003886161,0.003979181,0.0008774842,0.006403841,0.3002833,0.08512519,0.1292019,0.4444031],"study_design_scores_gemma":[0.0004418161,0.0002506939,0.00003639822,0.0000537857,0.00006858928,0.00006406597,0.0001107427,0.004435864,0.0132838,0.0005194495,0.9801503,0.0005844737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.420146,0.001489236,0.09893557,0.001931361,0.0005066471,0.0007541593,0.003110638,0.0007399199,0.4723864],"genre_scores_gemma":[0.995975,0.0001378108,0.0003967029,0.0002081627,0.00007378811,0.000003545203,0.0004599929,0.00003014546,0.002714884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8509485,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172605444353894,"score_gpt":0.2095155629452774,"score_spread":0.1977895085017385,"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."}}