{"id":"W2147588935","doi":"10.1111/j.1467-9841.2004.00271.x","title":"<i>He’s like, she’s like</i>:  The quotative system in Canadian youth","year":2004,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grammaticalization; Linguistic change; Psychology; Action (physics); Demography; Linguistics; Developmental psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246278,0.0001089011,0.000248665,0.0001595772,0.0004736966,0.0000653739,0.000386228,0.0001696224,0.00002893655],"category_scores_gemma":[0.004637037,0.00008328671,0.0001035957,0.0002463752,0.0002893267,0.00003423111,0.00001812041,0.0004781983,0.00002559813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343912,"about_ca_system_score_gemma":0.00375861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3380053,"about_ca_topic_score_gemma":0.3614673,"domain_scores_codex":[0.9982789,0.0002440665,0.0005321765,0.0001051109,0.0003950493,0.0004446681],"domain_scores_gemma":[0.9980563,0.000253745,0.0004176301,0.0001144156,0.0008244503,0.0003334894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002605953,0.00006354949,0.005896102,0.00001817738,0.00008002334,0.0005487606,0.497473,0.0007599022,0.000003584745,0.4935782,0.001430466,0.0001221726],"study_design_scores_gemma":[0.003328201,0.0002484907,0.00753334,0.0004367432,0.000346814,0.0001139219,0.5473281,0.0001119563,0.00001218678,0.0328984,0.4070589,0.0005828882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2709574,0.002686504,0.005304542,0.02603077,0.05901972,0.001548793,0.0002646843,0.0001722338,0.6340153],"genre_scores_gemma":[0.9949614,0.0001010029,0.0009561215,0.001238711,0.00251613,0.000001414559,0.00000214706,0.00001246483,0.0002106249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.724004,"threshold_uncertainty_score":0.6667614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806576688794766,"score_gpt":0.3017000860535448,"score_spread":0.2736343191655971,"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."}}