{"id":"W119882181","doi":"","title":"Language use and linguistic variations found in interactive media: A case study of Francophone youth","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"French; Linguistics; Psychology; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511026,0.0005961532,0.0005797838,0.00192144,0.007617724,0.0021337,0.0006506354,0.001128097,0.001353323],"category_scores_gemma":[0.002598575,0.0003949548,0.0004196571,0.001843505,0.002370241,0.0008990793,0.001698209,0.0009026079,0.0001804547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357767,"about_ca_system_score_gemma":0.001766784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1063576,"about_ca_topic_score_gemma":0.2241579,"domain_scores_codex":[0.9984377,0.0006468447,0.00007860171,0.0001626514,0.0001652998,0.0005089417],"domain_scores_gemma":[0.9984054,0.0006474452,0.0003139281,0.00005604393,0.000216559,0.0003605239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000111289,0.0002767346,0.1195125,0.00009200779,0.00001250944,0.01546949,0.8498156,0.00003517511,0.002142627,0.0002711154,0.0002473888,0.01201364],"study_design_scores_gemma":[0.000008874013,0.0003562556,0.1150854,0.00007039381,0.00003141227,0.0092743,0.8717648,0.0001188675,0.0008268399,0.00007483862,0.002351704,0.00003629027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996427,0.00005416345,0.00003243557,0.000032529,0.000001408852,0.000009394745,0.00001190639,8.721074e-7,0.000214505],"genre_scores_gemma":[0.9992095,0.0001347426,0.0001267381,0.00003209808,0.00000285722,0.00001860086,0.00001569804,0.00000196796,0.0004577969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063576,"threshold_uncertainty_score":0.2114771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180588679418607,"score_gpt":0.2493971251568295,"score_spread":0.2313382572149688,"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."}}