{"id":"W7164042834","doi":"10.4000/1689d","title":"Volume 3","year":2007,"lang":"","type":"paratext","venue":"Digital Medievalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001998164,0.003979924,0.003777341,0.00208895,0.0006813818,0.005569028,0.003636096,0.003240715,0.05985123],"category_scores_gemma":[0.003591077,0.004419132,0.002041255,0.003364232,0.004254445,0.003182404,0.001605534,0.003853536,0.9368696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876948,"about_ca_system_score_gemma":0.001867818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397781,"about_ca_topic_score_gemma":0.00005188906,"domain_scores_codex":[0.980437,0.0002461408,0.004120746,0.004013182,0.006036917,0.005145969],"domain_scores_gemma":[0.9874315,0.0008020135,0.002542579,0.003770676,0.002079713,0.003373578],"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":[0.0008428599,0.001156456,0.0005474178,0.0009021721,0.0009874549,0.001114746,0.0005147313,0.00002950237,0.00009121986,0.0001902635,0.9555087,0.03811448],"study_design_scores_gemma":[0.002027314,0.0006643847,0.0003812652,0.001554804,0.000501084,0.0003971432,0.000456567,0.0004272477,0.0002082977,0.0001797336,0.9888046,0.004397514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001447529,0.01170376,0.0004364626,0.0002485791,0.02657225,0.002133545,0.0468195,0.0005528464,0.9100855],"genre_scores_gemma":[0.1094968,0.0004377198,0.00009917895,0.0005438326,0.01107832,0.000091673,0.02798986,0.002196957,0.8480656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8770183,"threshold_uncertainty_score":0.9984554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472176426706216,"score_gpt":0.2976584975364214,"score_spread":0.2729367332693592,"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."}}