{"id":"W2252556443","doi":"","title":"Online Project Development in Higher Education","year":2013,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":[0.01912141,0.0002936485,0.0002456536,0.001495094,0.004563889,0.00766693,0.001936519,0.001625598,0.03432781],"category_scores_gemma":[0.02493246,0.0003456884,0.0002479779,0.001835066,0.002226008,0.009496427,0.009477195,0.001946042,0.005947623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327412,"about_ca_system_score_gemma":0.01254175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699269,"about_ca_topic_score_gemma":0.002874258,"domain_scores_codex":[0.9833767,0.01176602,0.0004253414,0.0007530288,0.001945583,0.00173327],"domain_scores_gemma":[0.9624999,0.01180837,0.001647885,0.003188595,0.004483114,0.01637215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002572984,0.003043939,0.04123588,0.0002382684,0.00001400722,0.0002906438,0.01733157,0.000590171,0.001009375,0.08630326,0.05015157,0.799534],"study_design_scores_gemma":[0.0002261836,0.00145656,0.09385221,0.0009209111,0.00002983425,0.0009786328,0.1107249,0.005902513,0.005716489,0.08173304,0.698382,0.00007662694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5368187,0.001374833,0.03447406,0.02319671,0.0006775928,0.001228676,0.0003039046,0.0009228589,0.4010026],"genre_scores_gemma":[0.8990546,0.0004955955,0.01759907,0.0009447883,0.00009797292,0.0004870367,0.0002356227,0.0001720443,0.08091328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03432781,"threshold_uncertainty_score":0.1148379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068423197232636,"score_gpt":0.335922692464254,"score_spread":0.2752384604919277,"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."}}