{"id":"W7098863409","doi":"","title":"10.1177/0261927X03252758 ARTICLE JOURNAL OF LANGUAGE AND SOCIAL PSYCHOLOGY / June 2003 Clément et al. / A MODEL OF L2 USE WILLINGNESS TO COMMUNICATE IN A SECOND LANGUAGE The Effects of Context, Norms, and Vitality","year":2016,"lang":"en","type":"article","venue":"","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Willingness to communicate; Context (archaeology); Identity (music); Second language; Social identity theory; French; Vitality; Social environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008577519,0.0007029055,0.0005842932,0.001868005,0.001222483,0.00397233,0.0008090251,0.002483378,0.8771266],"category_scores_gemma":[0.00119096,0.0003473387,0.0003414625,0.002432193,0.001281395,0.003439602,0.002025752,0.001154917,0.6730105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187411,"about_ca_system_score_gemma":0.001246746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412296,"about_ca_topic_score_gemma":0.01936827,"domain_scores_codex":[0.9996952,0.00007498503,0.00002355448,0.00005319517,0.0001008594,0.00005226413],"domain_scores_gemma":[0.9992009,0.000268655,0.00004949889,0.00005986728,0.0001304778,0.0002906039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001701305,0.0003320519,0.003761867,0.0004260183,0.00003486894,0.0004315712,0.001150006,0.0002597585,0.001178958,0.02032698,0.4722064,0.4997214],"study_design_scores_gemma":[0.00005587318,0.00007404196,0.01117762,0.0007413788,0.0000220069,0.0004298641,0.001349798,0.000641881,0.0001723318,0.006543665,0.9787626,0.00002898336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00360547,0.002252571,0.0008675933,0.00486508,0.0004848602,0.00007418326,0.001287467,0.0003276638,0.9862351],"genre_scores_gemma":[0.01375431,0.002734105,0.001075521,0.0009260108,0.0001799705,0.00009083812,0.001033048,0.0001498589,0.9800565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8771266,"threshold_uncertainty_score":0.1752639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771905518040219,"score_gpt":0.2587885226950775,"score_spread":0.2310694675146753,"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."}}