{"id":"W7018475978","doi":"","title":"DESIGN PARAMETERS AND OPERATION CHARACTERISTICS OF BALL-TYPE SAFETY-OVERRUNNING CLUTCH WITH MODIFIED GROOVES","year":2022,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Mechanical Systems and Engineering","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Clutch; Torque; Torque converter; RADIUS; Moment of inertia; Inertia; Point (geometry)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001817477,0.0003663866,0.0006963333,0.000318167,0.001174548,0.000133362,0.0008809317,0.0001555981,0.0007365347],"category_scores_gemma":[0.0002468731,0.0003077623,0.0001198896,0.0007472654,0.0008257186,0.0004695626,0.0007504767,0.0004422893,0.00000758178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637108,"about_ca_system_score_gemma":0.0004203642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388911,"about_ca_topic_score_gemma":0.0001510392,"domain_scores_codex":[0.9959254,0.0006662617,0.0007124128,0.0006799753,0.001582124,0.0004337784],"domain_scores_gemma":[0.9976493,0.0005255826,0.0005692193,0.00042904,0.0006790746,0.000147805],"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":[0.007512892,0.0006954725,0.0008061877,0.000687509,0.00092347,0.00008567479,0.01980994,0.4132128,0.03311785,0.5181058,0.0009502551,0.004092144],"study_design_scores_gemma":[0.009990048,0.01103509,0.01977067,0.0008746349,0.001455915,0.0004517294,0.08969827,0.5313239,0.009136902,0.009064061,0.3129517,0.004247124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799322,0.0007555605,0.01169256,0.002471988,0.001494532,0.0008796053,0.0006015533,0.000087387,0.002084603],"genre_scores_gemma":[0.9797202,0.0001701139,0.002185617,0.00003305386,0.00008451197,0.000003585086,0.0002024861,0.00002944089,0.01757097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5090418,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07662569131328044,"score_gpt":0.2804127098308425,"score_spread":0.203787018517562,"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."}}