{"id":"W334079322","doi":"","title":"Some Comments on This Special issue/Quelques Commentaires Sur Ce Numero Special","year":2007,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Context (archaeology); Political science; Theme (computing); Representation (politics); Inclusion (mineral); Jurisdiction; Media studies; Library science; Sociology; Law; Gender studies; Politics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009517432,0.0002049872,0.0003505289,0.000785357,0.00190939,0.00008774867,0.0004268452,0.0001690043,0.007499019],"category_scores_gemma":[0.0005154844,0.0002661842,0.0001327496,0.0004238051,0.001355547,0.0002837371,0.00004887036,0.0003281613,0.00117276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006319667,"about_ca_system_score_gemma":0.001273666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9475767,"about_ca_topic_score_gemma":0.9996408,"domain_scores_codex":[0.9976742,0.0001533264,0.0003184436,0.0003437246,0.0005297422,0.0009806114],"domain_scores_gemma":[0.998306,0.0003581193,0.0001028609,0.0002579255,0.0001489241,0.0008261348],"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":[0.00001322016,0.00002303343,0.0002057666,0.000009353264,0.00007870838,0.0001026919,0.0292561,2.305841e-7,8.11197e-7,0.01389563,0.8042115,0.152203],"study_design_scores_gemma":[0.0002702225,0.00004386264,0.02774572,0.0000473738,0.00002806467,6.971334e-7,0.015311,9.878742e-8,0.00001046727,0.001832104,0.9544274,0.0002830109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01008045,0.0424595,4.865787e-7,0.03165819,0.01571355,0.000656025,0.0002232944,0.0001193435,0.8990892],"genre_scores_gemma":[0.06384879,0.1124719,0.0001092751,0.1329629,0.2988935,0.0001011955,0.00009132873,0.0002074444,0.3913136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5077755,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09962768400651961,"score_gpt":0.3642917848489373,"score_spread":0.2646641008424176,"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."}}