{"id":"W2913237097","doi":"10.7202/1057132ar","title":"Using a Project Blog to Promote Student Learning and Reflection","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":12,"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; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007798586,0.00006244895,0.00009295901,0.0004156679,0.0003209292,0.0001851405,0.0001060964,0.00005647321,0.0002089386],"category_scores_gemma":[0.0001878595,0.00006481282,0.00002271466,0.0004306014,0.0000382338,0.00048499,0.000005382336,0.0002142754,0.00001648012],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093061,"about_ca_system_score_gemma":0.00569668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817319,"about_ca_topic_score_gemma":0.008625649,"domain_scores_codex":[0.9990515,0.0002570823,0.0001795277,0.0001185983,0.000196077,0.0001972419],"domain_scores_gemma":[0.9989544,0.0000402757,0.0002570635,0.00006069995,0.0004002241,0.0002873465],"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":[0.00001586607,0.00006326204,0.9198464,0.00001461171,0.00003388607,0.000001534279,0.05977347,0.00006611646,0.00263464,0.003220478,0.001763414,0.01256636],"study_design_scores_gemma":[0.00007918781,0.0001235214,0.05418077,0.00006761034,0.00002856894,0.00002030532,0.01128608,0.000002685264,0.00006474815,0.0008839318,0.9331694,0.00009319095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644864,0.0005501728,0.00001833688,0.00223034,0.003663899,0.000315661,1.873377e-7,0.000004884788,0.02873009],"genre_scores_gemma":[0.9848543,0.00001747749,0.003548546,0.0002347261,0.0007711077,0.000004840719,5.194141e-7,0.00001028108,0.01055821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.931406,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708800742039456,"score_gpt":0.4718782563608562,"score_spread":0.4147902489404617,"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."}}