{"id":"W4252637690","doi":"10.5215/pennmaghistbio.140.2.0234","title":"","year":2016,"lang":"","type":"article","venue":"The Pennsylvania Magazine of History and Biography","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bourgeoisie; Colonialism; Architecture; Hegemony; History; Greenwich; Narrative; Art history; Subject (documents); Politics; Law; Art; Archaeology; Political science; Literature","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002060778,0.0007797004,0.001242563,0.0004289445,0.002657476,0.00001541015,0.001453024,0.0003515001,0.0004918402],"category_scores_gemma":[0.0003398658,0.0003538491,0.0009499434,0.001420102,0.0390099,0.0006989754,0.0007595458,0.0003892599,0.00003950334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759575,"about_ca_system_score_gemma":0.0001702339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886087,"about_ca_topic_score_gemma":0.006924618,"domain_scores_codex":[0.9939492,0.001444167,0.001261398,0.001093039,0.0009420101,0.001310206],"domain_scores_gemma":[0.9958743,0.001340335,0.001002765,0.0007110322,0.0005405729,0.0005310155],"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":[0.002999549,0.001488305,0.1144903,0.000450117,0.002088327,0.00006167206,0.3050927,2.629016e-7,0.2370449,0.1655705,0.07267525,0.09803812],"study_design_scores_gemma":[0.001592986,0.001484818,0.1101695,0.0002178604,0.0008340908,0.00001523628,0.005249399,4.638406e-7,0.0002018146,0.01121908,0.8682411,0.0007736969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750553,0.1225256,0.00005882672,0.08947113,0.002584526,0.0009143861,0.00009180469,0.0001141312,0.009184298],"genre_scores_gemma":[0.9240947,0.06342598,0.0001221858,0.0008877543,0.0004869535,0.00005104682,0.000001307396,0.00002370945,0.0109064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7955658,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094836507258983,"score_gpt":0.2298460489685878,"score_spread":0.2088976838959979,"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."}}