{"id":"W2197908469","doi":"","title":"“Students” as Nodal Point of Identity: Analyzing the Discourses of Quebec’s News Media and Students in the 2012 Printemps Érable","year":2015,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hegemony; Critical discourse analysis; Ideology; Context (archaeology); Discourse analysis; Newspaper; Sociology; Democracy; Mainstream; Operationalization; Politics; Neoliberalism (international relations); Identity (music); Media studies; Political science; Gender studies; Social science; Law; Linguistics; Epistemology; Aesthetics; Art; History; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.003260038,0.0001625485,0.0003998123,0.002484844,0.001179252,0.0006671475,0.002278972,0.0002223879,0.00008565591],"category_scores_gemma":[0.0004388859,0.0001528431,0.0001646582,0.001597251,0.001633568,0.0008613332,0.0002570424,0.000871689,0.00001093051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159214,"about_ca_system_score_gemma":0.004869408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977371,"about_ca_topic_score_gemma":0.9990284,"domain_scores_codex":[0.9947457,0.001626064,0.0003498075,0.0003839551,0.002405044,0.0004894211],"domain_scores_gemma":[0.9981089,0.0004638722,0.0003517442,0.0004768455,0.0003687329,0.0002298997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008843958,0.0007373958,0.667087,0.0004473543,0.0006042897,0.0009424922,0.2329097,0.000006840145,0.0005737236,0.07553038,0.01871618,0.001560266],"study_design_scores_gemma":[0.0007049547,0.0001454842,0.5183321,0.0003381839,0.0001898879,0.000004146331,0.3430854,6.920717e-7,0.0001268821,0.00334907,0.1334304,0.0002927533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031135,0.001092884,0.000001004428,0.0008112228,0.0006100842,0.0005841205,0.00001290573,0.000009785521,0.09376451],"genre_scores_gemma":[0.907258,0.00155892,0.000001409687,0.000005701028,0.0002051987,0.000003781328,0.00001758838,0.00001540532,0.090934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487549,"threshold_uncertainty_score":0.906997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259411770100699,"score_gpt":0.3395842748500503,"score_spread":0.3136430978399803,"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."}}