{"id":"W4237918995","doi":"10.1002/9781405186407.wbiecl007","title":"Language and Social Psychology","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociolinguistics; Scholarship; Mainstream; Social constructivism; Sociology; Feeling; Variety (cybernetics); Epistemology; Social science; Social psychology; Psychology; Linguistics; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003005977,0.00006456983,0.0001104673,0.00008714556,0.0001408888,0.000008545829,0.0006802265,0.000151684,0.001385738],"category_scores_gemma":[0.0002287296,0.00005489801,0.00003074278,0.00004485809,0.0004680896,0.00001701599,0.0001015143,0.0001384158,0.00003381702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210598,"about_ca_system_score_gemma":0.00007489276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788244,"about_ca_topic_score_gemma":0.002173575,"domain_scores_codex":[0.9992794,0.0002040697,0.0001537938,0.00008725986,0.0002028347,0.000072662],"domain_scores_gemma":[0.9992661,0.0001507173,0.0002683249,0.0002335531,0.00006647284,0.00001481483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008928114,0.00003821513,0.000160322,0.000003526238,0.00005653699,9.614408e-7,0.02566729,1.171237e-7,0.000007997391,0.224393,0.7421647,0.007498369],"study_design_scores_gemma":[0.0001382874,0.000003217913,0.0007148031,0.000009905844,0.00001153278,0.000002093494,0.0007163758,0.000002859512,6.150362e-7,0.001197308,0.9971511,0.00005195233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001880905,0.0006795944,0.00006500713,0.01085933,0.0004898368,0.0001160995,0.00002163278,0.0000449811,0.9875354],"genre_scores_gemma":[0.05004022,0.03462166,0.001181951,0.00128681,0.001262234,0.00002731076,0.0001638492,0.00007830872,0.9113377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2549863,"threshold_uncertainty_score":0.9995272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491684648456236,"score_gpt":0.35483345504861,"score_spread":0.3299166085640476,"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."}}