{"id":"W3047244614","doi":"10.7202/1070272ar","title":"The Class of 1838","year":2020,"lang":"en","type":"article","venue":"Mémoires du livre","topic":"Australian History and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Social class; Class (philosophy); Upper class; Persistence (discontinuity); Gender studies; History; Genealogy; Sociology; Psychology; Demography; Social science; Art; Aesthetics; Law; Epistemology; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002575934,0.00004393567,0.00007404763,0.000003382759,0.00067504,0.00002327313,0.0002567591,0.00005760638,0.0001766561],"category_scores_gemma":[0.00026177,0.00003310243,0.00007975107,0.0001296073,0.0004532721,0.00006398144,0.00002355189,0.00008928301,0.00004993133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004127636,"about_ca_system_score_gemma":0.00008136189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002266389,"about_ca_topic_score_gemma":0.0001607369,"domain_scores_codex":[0.9993452,0.0001188168,0.0001053078,0.00008667884,0.000197729,0.0001463118],"domain_scores_gemma":[0.9995919,0.0001173309,0.00007788093,0.00008652062,0.0000404458,0.00008593671],"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":[0.00002183813,0.00003395437,0.01773419,0.00001745626,0.00002757163,0.000006180817,0.09999531,0.00001245717,0.000139429,0.3186404,0.5619168,0.001454354],"study_design_scores_gemma":[0.00005756056,0.0000207649,0.003092574,0.000003235596,0.000005136457,6.973762e-8,0.01063609,0.000008624785,0.00004457806,0.000214237,0.985872,0.00004511275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5934433,0.0006371378,0.00009605086,0.08839675,0.001078323,0.0003743656,0.0000211837,0.0002148908,0.315738],"genre_scores_gemma":[0.9923689,0.0001054703,0.00004007264,0.0008036053,0.0003744919,0.00000280238,4.635548e-7,0.000004303763,0.00629993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4239552,"threshold_uncertainty_score":0.5191931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339586105073026,"score_gpt":0.2717617399646586,"score_spread":0.237803129457356,"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."}}