{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003493664,0.00009747771,0.000182208,0.00006145234,0.0001905837,0.00004691138,0.0001581492,0.00006358092,0.00001460264],"category_scores_gemma":[0.00003893962,0.0000788558,0.00004029635,0.00002650073,0.000153834,0.0001229135,0.00001928913,0.000295723,3.333791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001247076,"about_ca_system_score_gemma":0.000005170082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006145667,"about_ca_topic_score_gemma":0.000009459571,"domain_scores_codex":[0.99919,0.0001190049,0.0001876058,0.000248159,0.00008428009,0.0001709624],"domain_scores_gemma":[0.9996637,0.00004472092,0.0001217705,0.0001093007,0.00002298677,0.00003755413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008880583,0.0004366074,0.1109587,0.00008057883,0.0002062448,0.000006544085,0.6589227,0.00006630395,0.001574804,0.004179739,0.006300518,0.2163792],"study_design_scores_gemma":[0.004911398,0.001234057,0.04887946,0.00009921539,0.0002652166,0.0000484546,0.9188662,0.005175754,0.0003849608,0.001709113,0.01785065,0.0005755069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814902,0.0009130818,0.01093506,0.0004117533,0.0007640944,0.000405799,0.00002045757,0.00003386763,0.00502571],"genre_scores_gemma":[0.9956189,0.00002460199,0.003590093,0.0002495407,0.0003535711,0.00003040506,0.00002349957,0.00001792759,0.00009145239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2599435,"threshold_uncertainty_score":0.3215646,"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."}}