{"id":"W2031004853","doi":"10.1177/1080569911414556","title":"Eportfolios","year":2011,"lang":"en","type":"article","venue":"Business Communication Quarterly","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business communication; Capstone; Professional communication; Capstone course; Quarter (Canadian coin); Computer science; Pedagogy; World Wide Web; Multimedia; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008119805,0.00007351593,0.00008406046,0.00009892646,0.0005834688,0.00007862688,0.000620346,0.00007179812,0.0007877252],"category_scores_gemma":[0.0002861912,0.00007992133,0.00002653592,0.0006404304,0.0002619615,0.001018853,0.00002035194,0.0001196123,0.0003197392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009206659,"about_ca_system_score_gemma":0.0002154207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0091462,"about_ca_topic_score_gemma":0.00161445,"domain_scores_codex":[0.998775,0.0004919897,0.0002098093,0.000135369,0.0002152503,0.0001725705],"domain_scores_gemma":[0.9982567,0.0001288,0.0002378708,0.0007527739,0.0005608951,0.00006289984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003217345,0.0005200219,0.02074318,0.000009222231,0.00002785085,0.000001458623,0.2613514,6.067886e-7,0.0001805879,0.4129362,0.001659074,0.3025382],"study_design_scores_gemma":[0.0002056613,0.00004547258,0.4391225,0.00002875624,0.00002952191,0.000004593081,0.02808627,0.00001333249,0.00006872525,0.06848437,0.463631,0.0002797843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09523915,0.0002461283,0.00235849,0.002439138,0.0004453264,0.0002663008,6.00529e-7,0.0001823046,0.8988225],"genre_scores_gemma":[0.9843184,0.0002274689,0.01411705,0.0001371898,0.00008803272,0.00007066765,0.000008420403,0.00001153568,0.001021278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8978013,"threshold_uncertainty_score":0.997452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785442561653811,"score_gpt":0.369048208236389,"score_spread":0.2905039520710079,"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."}}