{"id":"W2954673883","doi":"10.33137/pbsc.v41i2.18350","title":"<i>Old Uncle Tom Cobbleigh and All: The Helen Stubbs Memorial Lectures</i>, by Brian Alderson [brief notice]","year":2003,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Notice; Art; Art history; Psychoanalysis; Psychology; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001521049,0.000251222,0.0003920971,0.0001088657,0.001456383,0.00006794829,0.0007891253,0.0003380461,0.0002354781],"category_scores_gemma":[0.0002484126,0.0001769059,0.0006261796,0.004329844,0.002260862,0.0001282499,0.00006107006,0.000402879,2.363601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511067,"about_ca_system_score_gemma":0.0007654641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1746625,"about_ca_topic_score_gemma":0.3870627,"domain_scores_codex":[0.9966347,0.0004724232,0.0003990041,0.0003672683,0.001468916,0.000657705],"domain_scores_gemma":[0.9982423,0.0005744913,0.0003057935,0.0003968655,0.0001488892,0.0003317285],"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":[0.00002954416,0.00006806528,0.004040088,0.00004274214,0.0004148928,7.8955e-7,0.006304164,0.00002074003,0.006617721,0.0184241,0.9639323,0.0001048233],"study_design_scores_gemma":[0.0006904016,0.00006371281,0.008985968,0.00002586768,0.0001820761,0.000001185197,0.004360463,0.000007468735,0.0007421089,0.0007134418,0.9839352,0.0002921132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538203,0.007043673,0.0000353404,0.06824652,0.003729637,0.001984775,0.0003612291,0.0001231264,0.06465546],"genre_scores_gemma":[0.9926305,0.001898404,0.0001637432,0.003201045,0.0001746471,0.00001060956,0.000003819131,0.00002128435,0.001895992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124002,"threshold_uncertainty_score":0.9998436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064433619730884,"score_gpt":0.2243421798860754,"score_spread":0.2136978436887665,"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."}}