{"id":"W4402554553","doi":"10.1215/10829636-11333452","title":"New Books across the Disciplines","year":2024,"lang":"en","type":"article","venue":"Journal of Medieval and Early Modern Studies","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005009574,0.0001951665,0.000411583,0.00005768517,0.0006791897,0.0004708363,0.0001734193,0.00002854982,0.00002423185],"category_scores_gemma":[0.00006190214,0.00009014406,0.0001809025,0.00003153743,0.0005624895,0.0004700155,0.000161809,0.0002990706,0.00001563561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001675427,"about_ca_system_score_gemma":0.00004275122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008222597,"about_ca_topic_score_gemma":0.0003894859,"domain_scores_codex":[0.998705,0.00002966811,0.0004263195,0.0001535357,0.0004051067,0.0002803766],"domain_scores_gemma":[0.9992099,0.000241451,0.0001276039,0.000102705,0.0002350679,0.00008320399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000112044,0.00001823183,0.0007353393,0.0001710788,0.001504045,0.00008287664,0.7796328,0.00001136637,0.00006705383,0.01030263,0.06295177,0.1444108],"study_design_scores_gemma":[0.00114554,0.001075958,0.007541995,0.001710816,0.0006970805,0.0002246556,0.1500501,0.0003020341,0.0001014422,0.1310881,0.7054427,0.0006196048],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.66076,0.3247079,0.0003149726,0.008927293,0.002824638,0.00008478032,0.000008278397,0.00003844426,0.002333725],"genre_scores_gemma":[0.9705978,0.01007066,0.00004543384,0.0001265676,0.004916187,0.000003303538,1.330256e-7,0.00001843706,0.01422147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6424909,"threshold_uncertainty_score":0.5223847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07795599323389416,"score_gpt":0.3253829025495829,"score_spread":0.2474269093156888,"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."}}