{"id":"W4376543499","doi":"10.1353/mns.2023.0007","title":"Old Media and the Medieval Concept: Media Ecologies before Early Modernity ed. by Thora Brylow and Stephen M. Yeager","year":2023,"lang":"en","type":"article","venue":"Manuscript studies","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modernity; Digital media; Meaning (existential); Sociology; History; Media studies; Epistemology; Art; Philosophy; Law; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006341723,0.0002926519,0.0005446569,0.00009087395,0.0009201483,0.0002148044,0.000202991,0.00008473107,0.0001863],"category_scores_gemma":[0.0004276485,0.0001736916,0.00007622101,0.00004777831,0.003029884,0.0002383034,0.0003308259,0.0003188651,0.00006121762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032101,"about_ca_system_score_gemma":0.00001549317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741963,"about_ca_topic_score_gemma":0.00212543,"domain_scores_codex":[0.9983935,0.0001578572,0.0003055906,0.0003672078,0.000381696,0.0003941378],"domain_scores_gemma":[0.998628,0.0007897892,0.0001041023,0.0002385499,0.0001461149,0.00009350313],"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":[0.00006677771,0.00001383147,0.00025465,0.0000735676,0.0001991863,0.00001685896,0.4134409,1.338759e-7,0.000006396152,0.03105914,0.552543,0.002325463],"study_design_scores_gemma":[0.002436153,0.0002162956,0.01031129,0.0001006889,0.0003539637,0.000004219604,0.1021279,0.00005505725,0.00002184536,0.02412585,0.8597231,0.0005236529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7611099,0.1766471,0.0000036305,0.01470615,0.008749479,0.001105065,0.0008975714,0.0007186821,0.03606244],"genre_scores_gemma":[0.9495854,0.007069414,0.00002925948,0.002245386,0.002016775,0.00015704,0.00009590512,0.00004779484,0.03875304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311313,"threshold_uncertainty_score":0.9996833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444529593053219,"score_gpt":0.2411298315985619,"score_spread":0.1966845356680297,"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."}}