{"id":"W4404085613","doi":"10.33137/aestimatio.v4.43007","title":"2023 Books Received / Livres reçus","year":2024,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005751517,0.001366621,0.001405714,0.004572323,0.002068989,0.008915639,0.001441102,0.002067972,0.7842156],"category_scores_gemma":[0.003420569,0.0006890488,0.001003251,0.004949465,0.0007167209,0.003626248,0.002982933,0.002803973,0.772391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314399,"about_ca_system_score_gemma":0.002123193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003632067,"about_ca_topic_score_gemma":0.005344739,"domain_scores_codex":[0.9989309,0.00008323819,0.0000796016,0.0001725357,0.00061066,0.0001231639],"domain_scores_gemma":[0.9984967,0.0001396924,0.00007081764,0.0001661125,0.0008531056,0.0002736701],"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":[0.00001597929,0.0000135907,0.00003900564,0.0001726186,0.000002329863,0.00005495953,0.00002284465,0.00002722127,0.00007440281,0.001446701,0.9482329,0.04989748],"study_design_scores_gemma":[0.000002661565,0.000004093475,0.00009766051,0.0001116672,8.256176e-7,0.00003849837,0.00002647559,0.00000953475,0.0000257646,0.0002398379,0.9994398,0.000003081307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004424022,0.01551802,0.0003205408,0.006614986,0.04179191,0.0001086767,0.004975471,0.0009568103,0.929271],"genre_scores_gemma":[0.0009973414,0.004761912,0.0002060098,0.0015497,0.003279552,0.00003705145,0.002665162,0.0003867053,0.9861166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7842156,"threshold_uncertainty_score":0.3077903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473522984146882,"score_gpt":0.2874873973873558,"score_spread":0.1401350989726676,"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."}}