{"id":"W3043073930","doi":"10.3389/fpsyg.2020.01471","title":"Contracting Students for the Reduction of Foreign Language Classroom Anxiety: An Approach Nurturing Positive Mindsets and Behaviors","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Education Department of Hainan Province","keywords":"Psychology; Anxiety; Intervention (counseling); Foreign language; Foreign language anxiety; Strengths and weaknesses; Developmental psychology; Fear of negative evaluation; Class (philosophy); Social psychology; Clinical psychology; Medical education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002636415,0.0005421227,0.0005875158,0.0004758414,0.001814308,0.0006267172,0.0008806612,0.0007149469,0.003554404],"category_scores_gemma":[0.001892276,0.0003042766,0.0005519939,0.0002014964,0.001111587,0.0003680031,0.0009453006,0.001262324,0.000278628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111861,"about_ca_system_score_gemma":0.002294371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007740776,"about_ca_topic_score_gemma":0.001552951,"domain_scores_codex":[0.9986814,0.000684796,0.00007099561,0.0001189894,0.0001726295,0.0002712236],"domain_scores_gemma":[0.9987019,0.0004282613,0.0001549737,0.0001544402,0.00005841108,0.0005019432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01423726,0.567475,0.0225045,0.001468042,0.0001429811,0.0004363699,0.01509945,0.0004095229,0.0828067,0.002551357,0.0009218739,0.2919469],"study_design_scores_gemma":[0.02110396,0.6701937,0.1904248,0.0003177035,0.0005939764,0.0006743451,0.01582384,0.002255586,0.07976623,0.00198944,0.01667966,0.000176831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970149,0.00005715963,0.0006405974,0.0001297986,0.00002411961,0.001376914,0.00001350036,0.00001089475,0.0007321715],"genre_scores_gemma":[0.9804332,0.0003164092,0.01309646,0.0001989662,0.00006738398,0.003808613,0.00003783311,0.000005955256,0.002035125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554404,"threshold_uncertainty_score":0.0139429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200382797883191,"score_gpt":0.3202925657316837,"score_spread":0.2882887377528518,"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."}}