{"id":"W4414143465","doi":"10.22215/apb.v2i4.5589","title":"Officer Sex, Grip Strength, and Marksmanship Performance","year":2025,"lang":"en","type":"article","venue":"Applied police briefings :","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Grip strength; Chief executive officer; Hand strength","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":[0.000449473,0.0001959763,0.0002537491,0.0001528631,0.001145402,0.00001627955,0.0001641231,0.0002314848,0.0002278802],"category_scores_gemma":[0.0000258418,0.0001888236,0.00002481694,0.0003362896,0.00009621605,0.0001314897,0.0001250056,0.0006601509,0.000308832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009003456,"about_ca_system_score_gemma":0.0004388847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146845,"about_ca_topic_score_gemma":0.000400511,"domain_scores_codex":[0.9982884,0.00005936325,0.0004716846,0.0003244676,0.000181384,0.0006746933],"domain_scores_gemma":[0.9987641,0.0005480585,0.0001504819,0.0002802367,0.00007752219,0.0001796208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008826822,0.0001470048,0.4663321,0.005477513,0.00007085872,8.224249e-7,0.01212922,0.00001953559,0.0003796888,0.1973715,0.1899449,0.1272442],"study_design_scores_gemma":[0.001174713,0.00002750927,0.5658429,0.0001979198,0.0000198802,0.000001137342,0.0005267364,0.0004016162,0.0001606104,0.0005431304,0.4308877,0.0002160748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.743668,0.0001013842,0.0000338106,0.002728807,0.0002140426,0.0004848529,0.00001902567,0.0001166009,0.2526335],"genre_scores_gemma":[0.9544169,0.0002706393,0.0003283961,0.03190062,0.0003393748,0.000196578,0.00003763289,0.00002038764,0.01248946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409428,"threshold_uncertainty_score":0.8809619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513689438646596,"score_gpt":0.3677729527735433,"score_spread":0.3426360583870774,"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."}}