{"id":"W4231948600","doi":"10.5749/buildland.23.2.0138","title":"","year":2016,"lang":"","type":"article","venue":"Buildings & Landscapes Journal of the Vernacular Architecture Forum","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chinatown; Exhibition; Style (visual arts); Context (archaeology); Visitor pattern; Architecture; China; Architectural style; Metropolitan area; History; Beijing; Visual arts; Art history; Geography; Art; Archaeology","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.006293132,0.001157746,0.001800921,0.0006519748,0.003676804,0.0006727722,0.006162696,0.0007337507,0.0003970486],"category_scores_gemma":[0.002675174,0.0005726241,0.003682428,0.001433324,0.001297541,0.001844509,0.001036695,0.001697754,0.0000166347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007174678,"about_ca_system_score_gemma":0.001168896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009332126,"about_ca_topic_score_gemma":0.0108752,"domain_scores_codex":[0.9883751,0.002002151,0.003101369,0.0009376733,0.002994915,0.002588753],"domain_scores_gemma":[0.9893018,0.001229689,0.005970124,0.001207408,0.001077731,0.001213245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004319492,0.001280463,0.5474877,0.0002809296,0.005045685,0.0002457738,0.2066338,0.009381584,0.05774366,0.01484938,0.02020536,0.1325262],"study_design_scores_gemma":[0.01275488,0.002254997,0.0416162,0.005035155,0.002126922,0.00249651,0.0176424,0.0001016817,0.02656248,0.0926917,0.7940947,0.002622317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453039,0.005973684,0.02070569,0.122373,0.004422321,0.0007823037,0.00006689243,0.00003879461,0.0003334403],"genre_scores_gemma":[0.9869068,0.004930708,0.001126439,0.001899883,0.00411486,0.000009796824,7.619048e-7,0.0001085358,0.0009022515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7738894,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007200779904722958,"score_gpt":0.2374530226472921,"score_spread":0.2302522427425691,"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."}}