{"id":"W2027667614","doi":"10.1109/iccse.2010.5593596","title":"Examples and application of ADAMS software in the mechanics of machines teaching","year":2010,"lang":"en","type":"article","venue":"","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software; Computer science; Mechanism (biology); Kinematics; Linkage (software); Function (biology); Process (computing); Software engineering; Programming language; Physics","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":[0.0002060367,0.00004016591,0.00005618829,0.00003444098,0.0000185849,0.000004554604,0.000101597,0.00002827188,0.00001792856],"category_scores_gemma":[0.00002216963,0.00002953023,0.00001061669,0.00006390808,0.00000929494,0.00002517296,0.00000902633,0.0001191879,9.018969e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002530971,"about_ca_system_score_gemma":0.000005903151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081855,"about_ca_topic_score_gemma":0.0003281636,"domain_scores_codex":[0.9997143,0.000008357933,0.000125809,0.0000530176,0.00005163623,0.00004689865],"domain_scores_gemma":[0.9996906,0.00008386034,0.00002398452,0.0001771226,0.00001231099,0.00001214907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.339973e-7,0.0000450305,0.00156805,0.00005387538,0.000005354026,9.326406e-9,0.001169635,0.0004651889,0.08863563,0.829933,0.0001395672,0.07798406],"study_design_scores_gemma":[0.0005798591,0.00003918456,0.02335049,0.00003132905,0.00004319636,0.00001280689,0.00322835,0.7901805,0.03387279,0.1178227,0.0304268,0.0004119702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5712857,0.00006999778,0.4269643,0.0001553527,0.00003797785,0.0001877431,0.000005466708,0.00004299207,0.00125044],"genre_scores_gemma":[0.9813361,0.00001636498,0.01855672,0.00001733826,0.00001248205,0.00003960352,0.000006651998,0.000005528252,0.000009283666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7897153,"threshold_uncertainty_score":0.1204208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008002638926647376,"score_gpt":0.241360464867386,"score_spread":0.2333578259407386,"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."}}