{"id":"W4405308684","doi":"10.5539/jel.v14n2p282","title":"Third Language Learning: Insights from MA Students Through the L2 Motivational Self-System &amp; Attribution Theory Lenses","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Attribution; Language acquisition; Foreign language; Pedagogy; Educational technology; Qualitative research; Social media; Active learning (machine learning); Teaching method; Experiential learning; Blended learning; Mathematics education; Social psychology; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007887495,0.0005183649,0.0004405217,0.001707714,0.007492028,0.006411177,0.001456874,0.001481068,0.003156692],"category_scores_gemma":[0.007688826,0.000324494,0.0003774171,0.0009521922,0.008990356,0.004634551,0.005350356,0.002889848,0.000380793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881628,"about_ca_system_score_gemma":0.004917111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386837,"about_ca_topic_score_gemma":0.009972787,"domain_scores_codex":[0.995484,0.003374066,0.00008450608,0.0001699695,0.0003509829,0.0005364275],"domain_scores_gemma":[0.9929842,0.005099836,0.0004337325,0.0001821494,0.0005907746,0.0007092968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009841544,0.00004457739,0.003228286,0.00005218001,0.000002238953,0.0003993542,0.9838942,0.00003286317,0.0003331589,0.007308159,0.0003259905,0.004369263],"study_design_scores_gemma":[0.00000172162,0.00001582876,0.0009287511,0.00006609366,0.000001467128,0.0001129461,0.991028,0.0001396031,0.0001550585,0.001449572,0.006095841,0.000005167119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679272,0.0005742078,0.006567642,0.005426305,0.00006404896,0.0001601452,0.00008076381,0.00002326887,0.01917644],"genre_scores_gemma":[0.9956196,0.0002162441,0.001078144,0.0003358236,0.000008867928,0.00007429112,0.00001456769,0.00001059002,0.002641771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007887495,"threshold_uncertainty_score":0.0417136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991120519434304,"score_gpt":0.3405002271904293,"score_spread":0.3205890219960862,"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."}}