{"id":"W2528619064","doi":"","title":"Yam Lau, Nushu: Echo Chambers, Brandon, Art Gallery of Southwestern Manitoba","year":2016,"lang":"en","type":"article","venue":"Érudit (Université de Montréal)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; Echo (communications protocol); Art history; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004419282,0.0006255115,0.0002901606,0.001749097,0.02909771,0.003239213,0.0009806425,0.0009483772,0.02981452],"category_scores_gemma":[0.0004586595,0.0006032651,0.0001836448,0.003224441,0.002329015,0.0008992532,0.00266346,0.001338379,0.00157542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072294,"about_ca_system_score_gemma":0.02011809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9001014,"about_ca_topic_score_gemma":0.9930578,"domain_scores_codex":[0.9997962,0.00004659551,0.000005757418,0.00001895228,0.00003526689,0.00009724377],"domain_scores_gemma":[0.9997175,0.00003321199,0.00002634134,0.00001502732,0.00007433917,0.0001335121],"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":[0.0002733279,0.0001206,0.0948301,0.001040228,0.00006803351,0.005883668,0.4430625,0.0003423017,0.008620958,0.02153162,0.3283406,0.09588609],"study_design_scores_gemma":[0.000006551073,0.00002106968,0.2257305,0.0003653761,0.00002573758,0.0006159513,0.3197626,0.00008202859,0.0005630197,0.0004491383,0.452345,0.00003297901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813442,0.02519253,0.0006542827,0.02592005,0.001232324,0.0002128448,0.003889195,0.0001996573,0.2613549],"genre_scores_gemma":[0.6150372,0.00711054,0.001251003,0.001719116,0.0001057137,0.00008259355,0.0007275275,0.0001726596,0.3737936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09989858,"threshold_uncertainty_score":0.2009737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005395345798255251,"score_gpt":0.154624267526908,"score_spread":0.1492289217286527,"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."}}