{"id":"W7098370668","doi":"","title":"KAVEH AZIZIAN OPTIMUM-SYNTHESIS METHODS FOR CABLE-DRIVEN PARALLEL MECHANISMS","year":2014,"lang":"en","type":"article","venue":"","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calculus (dental); Stability (learning theory); Work (physics); Algebra over a field","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":[0.001328019,0.0001560768,0.000240313,0.00009412016,0.0001719941,0.0002103364,0.0007763447,0.00008069858,0.0001847582],"category_scores_gemma":[0.0003037359,0.0001347221,0.0001346436,0.000126566,0.00000381311,0.0002988606,0.0001840604,0.0000583123,0.00003383455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490247,"about_ca_system_score_gemma":0.00005787719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280256,"about_ca_topic_score_gemma":0.0000217684,"domain_scores_codex":[0.9986893,0.0001906198,0.0002704645,0.000372966,0.0001657793,0.000310903],"domain_scores_gemma":[0.9977118,0.001430651,0.00009638087,0.0005047329,0.0001468914,0.000109523],"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":[0.000004051196,0.0000198558,8.422065e-7,0.000009174949,0.00002213982,1.657282e-7,0.0001156386,0.0004455091,0.001439677,0.9726335,0.0004200364,0.02488941],"study_design_scores_gemma":[0.0001517749,0.00007018763,0.00000954427,0.000005726698,0.000008054089,0.000001628337,0.00002105247,0.6594669,0.003265587,0.3222025,0.01464612,0.0001508796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000009375171,0.0000116046,0.9912359,0.00250324,0.0004508092,0.0002185872,0.000005018214,0.0001684318,0.005397002],"genre_scores_gemma":[0.03035212,0.00000394293,0.9662019,0.0010674,0.00008763395,0.0002065112,0.000003327506,0.00001373118,0.002063428],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6590214,"threshold_uncertainty_score":0.5493808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876496260220391,"score_gpt":0.3325904405837209,"score_spread":0.283825477981517,"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."}}