{"id":"W6982069240","doi":"","title":"381 graduate from six QU colleges","year":2015,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Graduation (instrument); Class (philosophy); Work (physics); Quarter (Canadian coin); Graduate students","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001375532,0.0007942104,0.0006304531,0.001353347,0.01185181,0.003601369,0.0008001861,0.001146359,0.3026804],"category_scores_gemma":[0.001967821,0.0006475624,0.0005312663,0.001092609,0.00123499,0.001396303,0.005093559,0.002505677,0.1331038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374856,"about_ca_system_score_gemma":0.008433712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902666,"about_ca_topic_score_gemma":0.08031938,"domain_scores_codex":[0.9985208,0.0001197733,0.00005238981,0.0001790902,0.0003740132,0.0007539504],"domain_scores_gemma":[0.9942835,0.00008992783,0.0001649639,0.0001419117,0.001256014,0.004063585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002032586,0.0008067057,0.02541966,0.0001920946,0.00001148844,0.0004780394,0.005190405,0.00005516514,0.001892068,0.004482286,0.7655286,0.1957403],"study_design_scores_gemma":[0.00002053234,0.0003929003,0.03312125,0.0001608389,0.000006382894,0.00036842,0.008494945,0.0001703555,0.0004905987,0.001141203,0.9556041,0.0000285563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2144005,0.01001615,0.002039671,0.1252323,0.01239028,0.001211082,0.006530265,0.001325418,0.6268542],"genre_scores_gemma":[0.1170667,0.001569395,0.001311646,0.02320632,0.001135898,0.0001657411,0.001097974,0.0001377431,0.8543087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3026804,"threshold_uncertainty_score":0.9946418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07261109601102507,"score_gpt":0.2050611182594567,"score_spread":0.1324500222484317,"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."}}