{"id":"W1963299627","doi":"10.22230/cjc.2003v28n2a1357","title":"Arms to Communications: Idealist and Pragmatist Strains","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nationalism; Dialectic; Autonomy; Political science; Pragmatism; Information and Communications Technology; Sociology; Political economy; Media studies; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000172,0.0007676603,0.0005719414,0.002392006,0.01380255,0.02590092,0.002054677,0.008068549,0.004415093],"category_scores_gemma":[0.01789085,0.0004387473,0.0004305643,0.002038239,0.113036,0.01609504,0.008936717,0.0113971,0.0008684373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01576675,"about_ca_system_score_gemma":0.0127554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01877842,"about_ca_topic_score_gemma":0.01350009,"domain_scores_codex":[0.9867465,0.007512819,0.0003546537,0.0008745836,0.003320398,0.001191069],"domain_scores_gemma":[0.9893368,0.006457512,0.000837591,0.001108566,0.001614533,0.0006448708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002607986,0.00000252022,0.00002524801,0.000007043429,6.39903e-7,0.00002514905,0.004227198,0.00005939044,0.00001151894,0.9933621,0.001290717,0.0009859892],"study_design_scores_gemma":[0.00001063581,0.000007579065,0.00008625211,0.0001201232,0.00000334774,0.00009257739,0.009153923,0.000481873,0.0000820939,0.8909044,0.09904344,0.00001376688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01848946,0.008605805,0.01921669,0.2205873,0.002040353,0.00005828563,0.00004620615,0.0000657748,0.73089],"genre_scores_gemma":[0.9294159,0.005447271,0.005791784,0.01206675,0.002152221,0.0001969064,0.00003332366,0.0001210609,0.04477467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9812216,"threshold_uncertainty_score":0.1143963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654514179814187,"score_gpt":0.2840284769081649,"score_spread":0.257483335110023,"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."}}