{"id":"W2365764882","doi":"","title":"Feature of graduation project in BCIT of Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Liaoning Business Vocational College","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Schedule; Feature (linguistics); China; Selection (genetic algorithm); Engineering management; Mathematics education; Medical education; Computer science; Operations research; Political science; Engineering; Psychology; Artificial intelligence; Law; Medicine","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":[0.001094838,0.00007936485,0.0002173438,0.0003645598,0.00004480959,0.00001558795,0.0004185174,0.00004030863,0.000006330199],"category_scores_gemma":[0.0004736709,0.00007078271,0.00003958473,0.001269471,0.00002268548,0.0004428546,0.00002941585,0.0001757909,2.070057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030608,"about_ca_system_score_gemma":0.004430638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333468,"about_ca_topic_score_gemma":0.005415248,"domain_scores_codex":[0.9986452,0.0001506561,0.0004693849,0.00008478581,0.0005443329,0.0001056109],"domain_scores_gemma":[0.9978598,0.000242992,0.0006888605,0.0001504187,0.001021334,0.00003660828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000416092,0.003150601,0.150427,0.0008960771,0.0003589867,0.00006052084,0.02381113,0.09102113,0.01608048,0.4862122,0.1767189,0.05084689],"study_design_scores_gemma":[0.0008332782,0.00004886775,0.9699692,0.0003121142,0.00001171159,0.0001083626,0.0002369163,0.004602656,0.002971387,0.0009324515,0.01982295,0.0001500853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7839865,0.0005448991,0.1624183,0.04936019,0.001796555,0.0002670698,0.00001705108,0.00001369696,0.001595718],"genre_scores_gemma":[0.8648794,0.000006424291,0.1343946,0.0001032362,0.0001490911,0.000001811065,0.000001679441,0.000004347082,0.0004594305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8195423,"threshold_uncertainty_score":0.7859762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347900667505028,"score_gpt":0.3021125186701442,"score_spread":0.2786335119950939,"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."}}