{"id":"W2554109978","doi":"10.15273/dmj.vol40no2.4501","title":"Invitation to Authors and Description of Cover Art","year":2014,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Computer science; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001407861,0.00009945796,0.0002857129,0.0002014684,0.00003966195,0.00003081064,0.0000815247,0.0000838003,0.0003061539],"category_scores_gemma":[0.004889845,0.00007449379,0.00004396127,0.0001695927,0.0001637517,0.0001486839,0.00004171658,0.000388162,0.00008313719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322568,"about_ca_system_score_gemma":0.00009995491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003240142,"about_ca_topic_score_gemma":0.000001244943,"domain_scores_codex":[0.9981974,0.00006672247,0.0004041696,0.0001349678,0.001000751,0.0001959996],"domain_scores_gemma":[0.9986789,0.0001178248,0.0001070199,0.0001258909,0.0001706629,0.0007996556],"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":[0.0005096897,0.0004561726,0.07614179,0.0003070123,0.0001361286,0.0003267497,0.002525768,0.00002222949,0.01802438,0.0008260946,0.4654474,0.4352766],"study_design_scores_gemma":[0.008303235,0.003607951,0.4384225,0.00344552,0.000377131,0.009406746,0.0004761236,0.007731908,0.001827051,0.003757335,0.5222153,0.0004291758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837546,0.00009432021,0.07667219,0.02243851,0.0009025628,0.0001724443,0.000001907661,0.00004090823,0.01592257],"genre_scores_gemma":[0.983526,0.00004417766,0.004309046,0.009397326,0.000618367,0.000002300786,0.0000101877,0.00002062204,0.002071975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348474,"threshold_uncertainty_score":0.5853954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701221965411977,"score_gpt":0.2867122409621018,"score_spread":0.2697000213079821,"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."}}