{"id":"W7054643242","doi":"","title":"Alternative String-Trimmer Starting Device","year":2011,"lang":"en","type":"article","venue":"Digital Commons - Trinity University (Trinity University)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Plunger; Trimming; Rack; Power (physics); Shields; Spring (device); Mechanical energy; Clutch; Torque","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":[0.0001689175,0.0003661701,0.0005727669,0.001277542,0.0005753444,0.00007275333,0.0005234212,0.0001946234,0.0005879875],"category_scores_gemma":[0.000122076,0.000449196,0.0005364221,0.001937105,0.0003637635,0.001385823,0.0005422924,0.0007016823,0.0002854761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537834,"about_ca_system_score_gemma":0.0002544987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078647,"about_ca_topic_score_gemma":0.0004634979,"domain_scores_codex":[0.9980052,0.0001656544,0.0002761768,0.0005768929,0.000426723,0.00054943],"domain_scores_gemma":[0.9978427,0.0001787694,0.0002657821,0.0005848173,0.0004687554,0.0006591335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01615915,0.01684569,0.655973,0.0007103159,0.006736202,0.03715048,0.01182858,0.0001163383,0.002675704,0.2208073,0.00734225,0.02365507],"study_design_scores_gemma":[0.06042903,0.0052262,0.1847017,0.002752354,0.005716954,0.0005046785,0.1109098,0.001979423,0.03582102,0.004534039,0.5798149,0.007609991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669131,0.000004412509,0.00189552,0.0002117269,0.00003036428,0.0002259417,0.0002611815,0.0002605876,0.3279793],"genre_scores_gemma":[0.986255,0.00002026409,0.0003193084,0.0001500221,0.00004662733,1.018083e-7,0.0001743567,0.00002208315,0.01301219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5724726,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841380090150631,"score_gpt":0.2357832955125493,"score_spread":0.1673694946110429,"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."}}