{"id":"W2557726008","doi":"","title":"Crosstalk: Canadian and global imaginaries in dialogue [Book Review]","year":2013,"lang":"en","type":"article","venue":"Commonwealth Essays and Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crosstalk; Computer science; Telecommunications; Political science; Engineering; Electronic engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003324618,0.00008185148,0.0002530601,0.0001058827,0.00144191,0.000199898,0.00008702797,0.00004201448,0.0001129766],"category_scores_gemma":[0.0001993876,0.00008981306,0.00001834209,0.0001681228,0.001453329,0.0002562497,0.00005017488,0.00009040802,0.00002005515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145123,"about_ca_system_score_gemma":0.0005750531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840596,"about_ca_topic_score_gemma":0.9993663,"domain_scores_codex":[0.9991319,0.00009667252,0.0001599759,0.0001601257,0.0000997703,0.000351596],"domain_scores_gemma":[0.9994198,0.00006369244,0.00004084442,0.00008573383,0.00008032595,0.0003095932],"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":[0.000001770931,0.000009907473,0.04355839,0.0003895715,0.00001706031,0.00002112369,0.01302773,6.455933e-8,1.567393e-7,0.04088568,0.8763266,0.02576197],"study_design_scores_gemma":[0.0001041365,0.00001219356,0.09132835,0.0001793006,0.000008561541,0.00000156813,0.003124712,7.575827e-7,1.413845e-8,0.00453194,0.9006042,0.0001042519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01081227,0.8830339,3.770722e-7,0.05679705,0.0002466466,0.0003916596,0.00004526164,0.00001808398,0.04865471],"genre_scores_gemma":[0.230004,0.7510064,0.00002303103,0.01475176,0.0001086815,0.00009180644,0.000004667687,0.000006617272,0.004003035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2191917,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448683583974381,"score_gpt":0.3070575932074711,"score_spread":0.2825707573677273,"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."}}