{"id":"W7163987275","doi":"10.4000/1689g","title":"Volume 6","year":2011,"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":[0.0008920755,0.003892821,0.003757003,0.00127943,0.0005955692,0.003983556,0.004243295,0.002639835,0.1342554],"category_scores_gemma":[0.002400254,0.00418756,0.001983964,0.001958213,0.004195605,0.003726698,0.001962018,0.003064234,0.9594687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498306,"about_ca_system_score_gemma":0.001873737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941016,"about_ca_topic_score_gemma":0.00004191578,"domain_scores_codex":[0.9845742,0.0003447619,0.003403793,0.003956202,0.00368847,0.004032579],"domain_scores_gemma":[0.9882354,0.0003257766,0.002587617,0.004230899,0.001714736,0.00290556],"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":[0.0007359287,0.001394759,0.0005551959,0.0008749492,0.00121389,0.000508852,0.001308282,0.000004414188,0.00005519153,0.0004112229,0.9752452,0.01769208],"study_design_scores_gemma":[0.001682643,0.0008357408,0.0004191023,0.001490418,0.0006727717,0.0002888162,0.0003340188,0.0001925265,0.000174145,0.0006154694,0.9889517,0.004342682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009985768,0.009618137,0.0001059511,0.0001200217,0.02419088,0.002017095,0.05179463,0.0005243973,0.9106303],"genre_scores_gemma":[0.1467353,0.0005847302,0.00007210991,0.0002556696,0.005912166,0.0002242996,0.01879778,0.002136351,0.8252816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8252133,"threshold_uncertainty_score":0.9992357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677567663305557,"score_gpt":0.264587716972338,"score_spread":0.2278120403392824,"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."}}