{"id":"W2276338191","doi":"","title":"Jean-Philippe Warren :, Montréal, VLB, 2007","year":2008,"lang":"en","type":"article","venue":"International Conference on Data Management in Grid and P2P Systems","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Art; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573421,0.00008374129,0.0001188633,0.0004313845,0.0003460931,0.0004088029,0.0007946062,0.00004714603,0.0005747331],"category_scores_gemma":[0.00005317613,0.0001002709,0.00001764762,0.0001151918,0.0002029507,0.0004707913,0.0001742204,0.0001039567,0.0002173173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220063,"about_ca_system_score_gemma":0.00009147652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3429614,"about_ca_topic_score_gemma":0.3155457,"domain_scores_codex":[0.9987305,0.00007737656,0.0002162716,0.0003224147,0.000468235,0.00018515],"domain_scores_gemma":[0.9994153,0.00004289156,0.00007486783,0.0003182045,0.00005349197,0.00009528935],"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":[0.00002625116,0.00007514791,0.001338635,0.00003215788,0.00006753884,0.0002095016,0.001193244,0.0000343872,0.000001586882,0.413411,0.5723784,0.0112322],"study_design_scores_gemma":[0.0002238317,0.00001123105,0.001387187,0.00007873033,0.000005772276,0.000002620385,0.001708277,0.000956305,7.517548e-8,0.0001372586,0.9953712,0.0001175663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008758448,0.003971701,0.0001699938,0.009584665,0.01696286,0.0007390566,0.001010738,0.00009551502,0.958707],"genre_scores_gemma":[0.6862888,0.06459378,0.00009655408,0.0006914215,0.004280027,0.00008004023,0.0009697748,0.00002325648,0.2429763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7157307,"threshold_uncertainty_score":0.6969438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108066203876962,"score_gpt":0.3046902136939641,"score_spread":0.1966240098170021,"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."}}