{"id":"W2272817695","doi":"10.3998/mpub.17459","title":"The Learned Collector","year":2005,"lang":"en","type":"book","venue":"University of Michigan Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antique; Mythology; Taste; Empire; Art; Style (visual arts); Roman Empire; Mores; Popularity; Literature; History; Classics; Art history; Ancient history; Visual arts; Politics","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":[0.0002710575,0.0001560067,0.0002981164,0.00004384178,0.001627856,0.00003610939,0.0008479263,0.0002555942,0.00005446104],"category_scores_gemma":[0.00008728325,0.0001471309,0.0002046704,0.00001584303,0.002115336,0.00002929884,0.0003427061,0.0003358562,0.00002314485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322234,"about_ca_system_score_gemma":0.0005985113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152928,"about_ca_topic_score_gemma":0.1133357,"domain_scores_codex":[0.9987495,0.000152167,0.0001278514,0.0002402155,0.000436234,0.0002940582],"domain_scores_gemma":[0.9987597,0.0005020077,0.0002292475,0.0002558826,0.0001587982,0.00009433386],"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":[0.0001511415,0.00003552219,0.000003249598,0.00004713847,0.0004143519,0.00002005161,0.05718173,0.000002160199,0.00002478599,0.3605278,0.5624495,0.01914256],"study_design_scores_gemma":[0.0002046666,0.0000244425,0.000007286316,0.00005799434,0.00009177036,1.570441e-7,0.002440105,0.000002280599,0.00002229137,0.001406303,0.9955843,0.0001583976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001643303,0.0004617049,0.000006561958,0.001543899,0.0001619118,0.000315446,0.00004400901,0.00007262219,0.9972295],"genre_scores_gemma":[0.00021316,0.0009096102,0.00006498233,0.00003696297,0.0002677768,1.842986e-7,0.000003200526,0.00001254396,0.9984916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4331348,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844279023201826,"score_gpt":0.2544817373851589,"score_spread":0.2160389471531407,"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."}}