{"id":"W4390090535","doi":"10.7557/12.7084","title":"Samtaler i korpusformat","year":2023,"lang":"da","type":"article","venue":"Nordlyd","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005531426,0.0002904691,0.0002978235,0.0003580496,0.0002562939,0.0005129238,0.001709685,0.0002260938,0.0002276149],"category_scores_gemma":[0.0001812268,0.0002645943,0.0001448414,0.002079779,0.0001079703,0.0009336365,0.00100088,0.0004533289,0.00645747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009440277,"about_ca_system_score_gemma":0.0001491855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106937,"about_ca_topic_score_gemma":0.00002005154,"domain_scores_codex":[0.997711,0.0000713884,0.0003627183,0.0005565769,0.0005653489,0.0007329739],"domain_scores_gemma":[0.9985036,0.000128383,0.0001532418,0.0009084543,0.000142878,0.0001634067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001923218,0.00009488434,0.001549198,0.0004097333,0.00005833225,0.0005952241,0.004683856,0.00001402085,0.005094969,0.04102855,0.2970119,0.6494401],"study_design_scores_gemma":[0.001455711,0.0005699724,0.004000381,0.00135558,0.00007066981,0.0003490083,0.0003392324,0.07619401,0.07127158,0.185551,0.6556829,0.00315992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08351632,0.05680995,0.6709254,0.03799464,0.02436262,0.003167276,0.0003280832,0.04305679,0.07983894],"genre_scores_gemma":[0.7144769,0.0006552958,0.246975,0.003171463,0.001212968,0.00006256626,0.00008737236,0.0001056166,0.03325279],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6462802,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242362368975141,"score_gpt":0.2910751104560893,"score_spread":0.2686514867663379,"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."}}