{"id":"W4248672050","doi":"10.47678/cjhe.v48i3.188137","title":"Using a Project Blog to Promote Student Learning and Reflection","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Brainstorming; Feeling; Reflection (computer programming); Work (physics); Higher education; Social media; Qualitative research; Psychology; Microblogging; Sociology; Pedagogy; Public relations; Computer science; World Wide Web; Engineering; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008417229,0.00006211981,0.00008141426,0.0004269342,0.0006663288,0.000199796,0.000109421,0.00005580862,0.0001577819],"category_scores_gemma":[0.0003361461,0.00006426549,0.00001931756,0.0005040843,0.000116684,0.0004472817,0.000005710259,0.0001778145,0.000009742482],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029838,"about_ca_system_score_gemma":0.005942736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02177067,"about_ca_topic_score_gemma":0.02527586,"domain_scores_codex":[0.9990349,0.0002731991,0.000182437,0.0001160777,0.0001855988,0.0002078227],"domain_scores_gemma":[0.9986347,0.00003236964,0.0002524317,0.00005665615,0.0006934649,0.0003303845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004016738,0.0001435062,0.7222879,0.00001600232,0.00007326432,0.000003802364,0.2080854,0.00001495685,0.004424749,0.006247023,0.009962459,0.04870075],"study_design_scores_gemma":[0.00005765783,0.000179266,0.03355523,0.00005374774,0.00003219567,0.0000232864,0.008853384,0.000001902835,0.0001382886,0.001303397,0.9557182,0.0000834185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619757,0.0004329096,0.00006929913,0.002926953,0.003919025,0.0002262912,2.063828e-7,0.000006039457,0.0304436],"genre_scores_gemma":[0.9852125,0.00001400133,0.006615748,0.0002970606,0.002478398,0.000005126544,3.718233e-7,0.00001002945,0.005366758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9457558,"threshold_uncertainty_score":0.9996926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07711206029573271,"score_gpt":0.494935445322056,"score_spread":0.4178233850263233,"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."}}