{"id":"W2236211231","doi":"","title":"Victoria Bench by Bench by Rebecca Kennel","year":2013,"lang":"en","type":"article","venue":"Island writer","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bench press; Bench to bedside; Test bench; Art; Engineering; Medicine; Mechanical engineering; Physical therapy; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001228276,0.0001973481,0.0002474397,0.00002877578,0.0007758305,0.0001635774,0.0001446797,0.00009202486,0.007642029],"category_scores_gemma":[0.00001545465,0.000152521,0.00009399278,0.00004551117,0.0001575184,0.0002062319,0.00003524459,0.0001879739,0.0006538379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106809,"about_ca_system_score_gemma":0.00001437769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110966,"about_ca_topic_score_gemma":0.001213219,"domain_scores_codex":[0.9986432,0.00004272897,0.0002661586,0.0003933017,0.0002465283,0.0004081312],"domain_scores_gemma":[0.9993395,0.00004253343,0.00006890131,0.0002610426,0.0001599344,0.0001280582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003259532,0.00007848169,0.0003425123,0.00003424976,0.00003108235,4.587827e-7,0.04428484,4.158473e-8,0.00007101519,0.001001523,0.9529438,0.001208748],"study_design_scores_gemma":[0.0002220803,0.00009803328,0.0001722461,0.00000595442,0.00001346529,0.00000103849,0.004401137,0.000005602335,0.00002252515,0.0009579525,0.9938769,0.0002230375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3306716,0.03148193,0.0001030453,0.03222376,0.01384931,0.001433486,0.0007741745,0.0004964997,0.5889661],"genre_scores_gemma":[0.5928935,0.001563535,0.00002829457,0.003015133,0.004817545,0.0001358682,0.0001760517,0.00004370658,0.3973264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2622218,"threshold_uncertainty_score":0.9932651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005903641080991,"score_gpt":0.2182869595318078,"score_spread":0.1982279231209979,"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."}}