{"id":"W2515747217","doi":"10.7748/ns.24.1.28.s32","title":"Readers panel - A shot in the dark","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Shot (pellet); Psychology; Computer science; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006669345,0.00009179284,0.0001152509,0.00006676603,0.0003038048,0.00044642,0.0002327992,0.00005037221,0.0001253142],"category_scores_gemma":[0.00008455315,0.00006417169,0.00003958815,0.00005269868,0.0001596668,0.0002679381,0.000003030622,0.0003908124,0.000006551191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939157,"about_ca_system_score_gemma":0.00003548515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005827312,"about_ca_topic_score_gemma":0.00004151152,"domain_scores_codex":[0.999078,0.00007069153,0.0001629925,0.0001415954,0.0002836651,0.0002630262],"domain_scores_gemma":[0.9996676,0.00008445157,0.00004121107,0.0001436558,0.00003557152,0.00002748503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005506637,0.00004222615,0.00009712747,0.000005832984,0.000003331958,0.00001175898,0.3768156,0.000006258198,0.00001789483,0.2498686,0.2961778,0.07689856],"study_design_scores_gemma":[0.0005216907,0.0002038889,0.001280223,0.0005554279,0.00002193252,0.00001952506,0.1481542,0.00004168171,0.00002082128,0.07599242,0.7729324,0.0002558318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07450695,0.0005432335,0.00008783505,0.04700012,0.0005239411,0.0001376605,0.00003597204,0.0001281316,0.8770362],"genre_scores_gemma":[0.9955268,0.00000777497,0.0000753403,0.002707022,0.0008247415,0.000002045397,0.00001001102,0.000007518978,0.0008387629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9210199,"threshold_uncertainty_score":0.4304838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09334224895715941,"score_gpt":0.3029443593243701,"score_spread":0.2096021103672107,"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."}}