{"id":"W7163987655","doi":"10.4000/1689e","title":"Volume 4","year":2008,"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":[0.0005323978,0.004025585,0.004115447,0.001354314,0.001040283,0.003575402,0.003667846,0.002606443,0.03997405],"category_scores_gemma":[0.003017974,0.00445524,0.002236287,0.002620673,0.005577741,0.003533908,0.001614299,0.003358622,0.9400719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322369,"about_ca_system_score_gemma":0.002819144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397063,"about_ca_topic_score_gemma":0.00001967882,"domain_scores_codex":[0.9823953,0.0003437399,0.003588931,0.004075201,0.005436636,0.00416019],"domain_scores_gemma":[0.9885023,0.0005181796,0.002395397,0.003927426,0.001745852,0.002910878],"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":[0.0005160808,0.001194387,0.0005298607,0.0006012507,0.0009836755,0.001619862,0.0008633235,0.00005582629,0.00005585084,0.00005457814,0.9822751,0.01125016],"study_design_scores_gemma":[0.002138674,0.0006873982,0.0003775648,0.001242405,0.0003519025,0.001556284,0.0002420229,0.000680719,0.00009644113,0.00007981897,0.9881265,0.004420225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002468865,0.01627263,0.00007474238,0.0003435485,0.02060071,0.002068122,0.06195759,0.0005792733,0.8956345],"genre_scores_gemma":[0.1280883,0.003386794,0.00005812662,0.0003509684,0.008447981,0.0001983786,0.03025244,0.00213721,0.8270798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9000979,"threshold_uncertainty_score":0.9989406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573017101998923,"score_gpt":0.2660657814723576,"score_spread":0.2403356104523684,"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."}}