{"id":"W4385703195","doi":"10.1007/s10648-023-09798-2","title":"Writing Self-Efficacy in Postsecondary Students: a Scoping Review","year":2023,"lang":"en","type":"review","venue":"Educational Psychology Review","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Self-efficacy; Apprehension; Educational psychology; Second language writing; Writing assessment; Academic writing; Mathematics education; Spelling; Diversity (politics); Pedagogy; Social psychology; Second language; Linguistics; Cognitive psychology; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008089446,0.0004708733,0.002481334,0.0004225858,0.0004509535,0.0001061839,0.001272666,0.0003738976,0.001528022],"category_scores_gemma":[0.004103533,0.0004829408,0.000571406,0.002266529,0.000174783,0.0001825764,0.0001048536,0.0009720705,0.002827232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404527,"about_ca_system_score_gemma":0.004616439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006625454,"about_ca_topic_score_gemma":0.0001516043,"domain_scores_codex":[0.9929066,0.002499876,0.00221104,0.0009959071,0.0006700978,0.0007165245],"domain_scores_gemma":[0.9953408,0.002470423,0.001069352,0.0006532334,0.0002452585,0.0002209073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[2.814041e-7,0.0006663551,0.00004291045,0.485589,0.00007206926,0.000004898946,0.000321171,4.516276e-9,2.445061e-9,0.0008924391,0.06640271,0.4460082],"study_design_scores_gemma":[0.00005757216,0.000006433816,0.00009250615,0.5081881,0.0002694909,0.00001941527,0.00003527647,2.988696e-9,3.938926e-10,0.00006661629,0.491035,0.000229631],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002263867,0.9668167,2.542052e-7,0.01450151,0.001607125,0.004734099,0.00001724312,0.0002011917,0.01211956],"genre_scores_gemma":[3.086027e-7,0.9866098,0.0001951727,0.007434632,0.001908845,0.001898386,0.0004442339,0.0000875656,0.001421065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4457785,"threshold_uncertainty_score":0.9997622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091414746098541,"score_gpt":0.5985262788789134,"score_spread":0.3893848042690593,"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."}}