{"id":"W2954339160","doi":"10.26153/tsw/1633","title":"Monumental Ideas in Minuature Books (MIMB)","year":2012,"lang":"en","type":"article","venue":"","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003354297,0.00007182359,0.00008528747,0.00002747127,0.0001349724,0.00001802324,0.00004796341,0.00001357802,0.002582298],"category_scores_gemma":[0.000004889227,0.00004499948,0.00003677683,0.00001168444,0.00006612871,0.00008994906,0.00003461017,0.00007982123,0.0002519529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003215459,"about_ca_system_score_gemma":0.000001794266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004529695,"about_ca_topic_score_gemma":0.001676902,"domain_scores_codex":[0.999562,0.00001000556,0.00008591403,0.00006407349,0.0000742903,0.00020373],"domain_scores_gemma":[0.9998741,0.00001783735,0.00001182912,0.00004298196,0.000006405596,0.00004686018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002297965,0.0001938705,0.008370422,0.0000189943,0.00002764186,0.000005623824,0.1284508,5.62339e-7,0.0001359978,0.7357764,0.1044891,0.02250756],"study_design_scores_gemma":[0.0000991823,0.00001843973,0.001629259,0.00000473825,0.000002933577,8.8322e-7,0.001582083,0.000001670866,0.00005044326,0.001344283,0.995173,0.00009308278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2894237,0.00168953,0.000001508875,0.0006274726,0.0004629509,0.00006134164,0.000003716332,0.00004503881,0.7076848],"genre_scores_gemma":[0.8881773,0.000005151671,0.00003569797,0.0003950192,0.0005257343,0.000007534021,0.000001703509,0.000004102576,0.1108477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8906839,"threshold_uncertainty_score":0.9983295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372646436837862,"score_gpt":0.2064865628267535,"score_spread":0.1827600984583749,"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."}}