{"id":"W4255459105","doi":"10.5840/raven20111885","title":"Shawinigan, Québec","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004954124,0.00003694321,0.0001421465,0.0003294735,0.0002852994,0.00002727226,0.0002485171,0.00007858171,0.004420334],"category_scores_gemma":[0.0002124976,0.00004233471,0.0000995915,0.000103462,0.000541608,0.0001147108,0.00001161488,0.0001519273,0.0001489392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739648,"about_ca_system_score_gemma":0.001995234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6053559,"about_ca_topic_score_gemma":0.9297742,"domain_scores_codex":[0.9993154,0.0001145317,0.0002081484,0.00005284471,0.0001386565,0.0001704238],"domain_scores_gemma":[0.9994295,0.0000366048,0.0001851274,0.00006663484,0.000114691,0.0001674569],"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":[0.0003119176,0.0003751129,0.0170876,0.00002100205,0.0002978349,0.001815846,0.3978751,0.00000401931,0.0003825838,0.290919,0.2195817,0.07132822],"study_design_scores_gemma":[0.0001594813,0.000103784,0.006078752,0.000005604353,0.00001792358,0.00006616637,0.001439005,2.478577e-7,0.000007306447,0.002162087,0.9899096,0.0000499777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2841889,0.004693761,0.0004009938,0.00713804,0.003729512,0.0001133501,0.000005103093,0.00002953025,0.6997008],"genre_scores_gemma":[0.982096,0.0004528814,0.0006765589,0.0007623713,0.0006060065,7.399152e-7,1.736907e-7,0.000009628061,0.01539571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.770328,"threshold_uncertainty_score":0.9964898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632795677779115,"score_gpt":0.2472649246569395,"score_spread":0.2109369678791484,"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."}}