{"id":"W4231817921","doi":"10.1002/hed.24946","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Head & Neck","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001559096,0.0001202948,0.0002042649,0.00005702616,0.002158098,0.0002902275,0.0002341826,0.0002617358,0.005542942],"category_scores_gemma":[0.00009644946,0.0001047497,0.00009576459,0.00007074368,0.0002318022,0.0004949376,0.00006489664,0.0001895224,0.04959884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009991465,"about_ca_system_score_gemma":0.000333109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009704495,"about_ca_topic_score_gemma":0.004282243,"domain_scores_codex":[0.9990883,0.00004297741,0.0001801727,0.0001092178,0.0003134205,0.0002658471],"domain_scores_gemma":[0.999269,0.0000267052,0.0001942017,0.0002695315,0.0001556972,0.00008486702],"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":[0.000002319865,0.000005460107,0.000007419214,0.00003191779,0.00001360286,7.186378e-7,0.005520525,0.000005437037,1.218609e-7,0.002198574,0.9847224,0.007491549],"study_design_scores_gemma":[0.00009391721,0.00001413379,0.0003024562,0.00007157434,0.00001319625,4.218117e-7,0.0006795112,0.00000440214,8.687676e-7,0.00007214511,0.9986079,0.0001394813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001546412,0.0009695777,0.00001664426,0.006954591,0.007243418,0.0002640909,0.00008253217,0.00003001087,0.9842845],"genre_scores_gemma":[0.007443373,0.001722816,0.00007602955,0.0004351495,0.003870386,0.00002722652,0.0002145973,0.00000952595,0.9862009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0440559,"threshold_uncertainty_score":0.999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952507334600574,"score_gpt":0.3618874474353596,"score_spread":0.3323623740893538,"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."}}