{"id":"W6939399316","doi":"10.6084/m9.figshare.26758069.v1","title":"Additional file 1 of Rethinking assessment strategies to improve authentic representations of learning: using blogs as a creative assessment alternative to develop professional skills","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Online assessment; Creativity; Qualitative research; The Internet","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005512034,0.001030734,0.001040757,0.00288879,0.001437414,0.002314517,0.001776354,0.001345726,0.9192751],"category_scores_gemma":[0.1163118,0.0005677809,0.0009496079,0.003281668,0.000403425,0.002824133,0.001806147,0.001355359,0.2124514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374975,"about_ca_system_score_gemma":0.002472754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213628,"about_ca_topic_score_gemma":0.0126777,"domain_scores_codex":[0.9979388,0.0007039931,0.0003141584,0.0002375536,0.0006044529,0.0002009645],"domain_scores_gemma":[0.8000968,0.1727069,0.003592971,0.005561958,0.01616128,0.001880179],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004738662,0.0001522108,0.0009607433,0.001889303,0.00001683157,0.00002827986,0.0002630401,0.0001762516,0.00005835775,0.0004577542,0.9738792,0.02164417],"study_design_scores_gemma":[0.008570545,0.0007629237,0.03291827,0.004838114,0.0001880209,0.0002228918,0.002150841,0.001778601,0.001539937,0.0127286,0.9340049,0.0002964074],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0009037797,0.0000257638,0.001168671,0.0005795846,0.0001349508,0.0009334644,0.9884304,0.00168532,0.006138113],"genre_scores_gemma":[0.05186047,0.0003594287,0.03687033,0.002296061,0.0005112896,0.0374518,0.7542869,0.008281273,0.1080825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944879,"threshold_uncertainty_score":0.1151443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138699011387045,"score_gpt":0.4314784504174476,"score_spread":0.3800914603035772,"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."}}