{"id":"W2315960664","doi":"10.4045/tidsskr.12.1351","title":"Hvem er forfatter?","year":2013,"lang":"no","type":"article","venue":"Tidsskrift for Den norske legeforening","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"Henan Institute of Science and Technology","keywords":"Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009523574,0.0007575956,0.000791124,0.0003461714,0.001901616,0.002942858,0.001015049,0.000567283,0.006749234],"category_scores_gemma":[0.0003013601,0.000699425,0.0005767698,0.0001483741,0.000429795,0.002639,0.0002965122,0.001238516,0.001988493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379309,"about_ca_system_score_gemma":0.000131336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003222135,"about_ca_topic_score_gemma":0.0002769191,"domain_scores_codex":[0.9954808,0.0001056653,0.001162231,0.0008919038,0.0006091943,0.001750225],"domain_scores_gemma":[0.9972668,0.000648445,0.0005417144,0.0006129293,0.0005167025,0.0004133704],"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":[0.00008074719,0.0001232192,0.006384379,0.000897936,0.0004921899,0.00001235915,0.04958773,0.00005259553,0.0002687318,0.2139537,0.6462579,0.08188847],"study_design_scores_gemma":[0.001572839,0.0003377535,0.0007077432,0.000833104,0.0003466637,0.00003315905,0.01210847,0.004999694,0.0002910574,0.01586081,0.9615482,0.001360508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7060452,0.004732592,0.003418967,0.01608197,0.00723412,0.003508333,0.0006769747,0.001112748,0.2571891],"genre_scores_gemma":[0.8925207,0.00003442328,0.002098252,0.002308091,0.01212608,0.0003940006,0.0003125801,0.0002416745,0.08996418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152903,"threshold_uncertainty_score":0.9995457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554079787921255,"score_gpt":0.2365027954092571,"score_spread":0.2109619975300445,"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."}}