{"id":"W7028975201","doi":"","title":"How to take care of the earth:
\\na sociopragmatic analysis of cultural identity and
\\ncontextualized meaning in Canadian environmentalist discourse","year":2024,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Framing (construction); Sociocultural evolution; Meaning (existential); Perception; Identity (music); Discourse analysis; Cultural identity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004682487,0.000480693,0.0003115245,0.002328773,0.02115717,0.010393,0.001783795,0.001677762,0.003181629],"category_scores_gemma":[0.006744326,0.0002985684,0.0003928834,0.002347527,0.03702465,0.004541848,0.005173129,0.003298507,0.0002224781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05571778,"about_ca_system_score_gemma":0.06645476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9150315,"about_ca_topic_score_gemma":0.9476003,"domain_scores_codex":[0.9966575,0.001257481,0.00008189027,0.0004568377,0.0009850812,0.0005612861],"domain_scores_gemma":[0.9969584,0.001234847,0.0002674056,0.0002473119,0.0008603206,0.0004317623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001824258,0.00001780189,0.004697503,0.00009610815,0.000008146093,0.0002301279,0.711988,0.000199971,0.0006999783,0.2612128,0.00254234,0.01828902],"study_design_scores_gemma":[0.00000754682,0.00001750297,0.01771769,0.0004135308,0.00003236751,0.0002179464,0.7224674,0.001243617,0.0009373312,0.05620365,0.2006524,0.00008904484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5257016,0.003840089,0.0240867,0.06041868,0.0003914269,0.0001446034,0.0002734849,0.0001318411,0.3850116],"genre_scores_gemma":[0.9895304,0.0007033074,0.002933039,0.0005432305,0.00001615667,0.00002023737,0.00003307621,0.00003952201,0.0061809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08496851,"threshold_uncertainty_score":0.4042627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466101478688709,"score_gpt":0.2826301836761053,"score_spread":0.2579691688892182,"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."}}