{"id":"W7061665642","doi":"","title":"Residential Satisfaction Of Student Housing&#13;\\nFacilities In Malaysian Public Universities&#13;\\n","year":2011,"lang":"en","type":"dissertation","venue":"Scientific Repository (Petra Christian University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Public access; Context (archaeology); Quarter (Canadian coin)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005392606,0.0001209514,0.0002441909,0.0003782382,0.001202169,0.001333625,0.0003310968,0.0003757648,0.008274372],"category_scores_gemma":[0.001802421,0.0001535464,0.0003280322,0.0007967223,0.0005001821,0.0005527897,0.001088585,0.0008096718,0.001005003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227118,"about_ca_system_score_gemma":0.001183675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03673152,"about_ca_topic_score_gemma":0.08605655,"domain_scores_codex":[0.9993773,0.0001332385,0.00005182248,0.00006115284,0.0001379714,0.0002385726],"domain_scores_gemma":[0.9979035,0.0001395413,0.0005379987,0.00005087491,0.0003495607,0.001018545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006132213,0.0001911331,0.9851517,0.0000189752,0.00001964592,0.00009069567,0.004781332,0.00003646427,0.0001073993,0.0001274404,0.001196761,0.008217276],"study_design_scores_gemma":[0.000001409339,0.00007309065,0.9750568,0.00001524992,0.000005591272,0.000036535,0.02353407,0.00008802277,0.00005933163,0.00002619256,0.001096552,0.000007100364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983073,0.00006271966,0.00002013103,0.0001689223,0.000008679429,0.000003094861,0.000134215,0.000002057562,0.001292818],"genre_scores_gemma":[0.9982367,0.00005206743,0.00002243116,0.00004975387,0.000003532985,0.000003779904,0.00008637105,0.000001384893,0.001544029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03673152,"threshold_uncertainty_score":0.07303542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354543569210867,"score_gpt":0.2307013754217771,"score_spread":0.2171559397296685,"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."}}