{"id":"W3129064581","doi":"10.1016/j.asw.2021.100524","title":"Development and validation of the Situated Academic Writing Self-Efficacy Scale (SAWSES)","year":2021,"lang":"en","type":"article","venue":"Assessing Writing","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; Health Sciences Centre; University of Manitoba; Red River College","funders":"","keywords":"Situated; Psychology; Situated learning; Scale (ratio); Writing assessment; Identity (music); Mathematics education; Context (archaeology); Creativity; Pedagogy; Test (biology); Discipline; Situated cognition; Social psychology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01043475,0.0003337684,0.0005185105,0.00184645,0.0006326588,0.0009296325,0.0007027304,0.0005293309,0.001863042],"category_scores_gemma":[0.0193035,0.0004263812,0.0007784728,0.0006615284,0.0007128205,0.0008654094,0.001430511,0.001062797,0.0006447631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354346,"about_ca_system_score_gemma":0.0012042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004648505,"about_ca_topic_score_gemma":0.001064453,"domain_scores_codex":[0.9958609,0.00147329,0.0006968554,0.0002814404,0.001512606,0.0001750464],"domain_scores_gemma":[0.9824239,0.008300873,0.001669662,0.001265879,0.00560016,0.0007395302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006193767,0.003808795,0.6822146,0.0004520014,0.0001727861,0.0004174533,0.02038381,0.001402603,0.01054503,0.002516668,0.002948973,0.2745179],"study_design_scores_gemma":[0.0002206732,0.003308153,0.9626244,0.0002505716,0.00008256485,0.0006272419,0.008464649,0.004504072,0.005609339,0.001533536,0.01269662,0.0000782296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845132,0.0001060692,0.005994182,0.0001476596,0.00005584712,0.002395106,0.0004460749,0.00006403563,0.006277726],"genre_scores_gemma":[0.9582064,0.0001970102,0.03071864,0.0001115655,0.0000329858,0.006870919,0.001003071,0.0000379589,0.002821528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043475,"threshold_uncertainty_score":0.0551849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883573054319089,"score_gpt":0.3102553673130885,"score_spread":0.2714196367698976,"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."}}