{"id":"W2121928786","doi":"10.5539/ass.v6n10p68","title":"Female Graduate Students’ Perception of the Relationships between the Residence Hall and the Home","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Lecture hall; Psychology; Nationality; Construct (python library); Premise; Perception; Qualitative research; Social psychology; Sociology; Geography; Social science; Demography; Immigration; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004920326,0.0000625652,0.00008926006,0.00002130683,0.005006031,0.0001842806,0.001209448,0.00004683282,0.0000354649],"category_scores_gemma":[0.000651728,0.00003064385,0.00005519623,0.0004781371,0.007148434,0.0002438955,0.0002090405,0.0003378333,0.000009931687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004836228,"about_ca_system_score_gemma":0.0001496968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008862585,"about_ca_topic_score_gemma":0.0008402349,"domain_scores_codex":[0.9977793,0.0003567031,0.0001596624,0.0001742041,0.001325694,0.0002044784],"domain_scores_gemma":[0.9991885,0.0003706718,0.0001375846,0.0001928269,0.00005784143,0.00005260272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001597214,0.00001192076,0.7771196,7.19612e-7,0.000003445371,2.789293e-8,0.08982278,8.261854e-8,0.00005388846,0.1301341,0.00005209786,0.002799737],"study_design_scores_gemma":[0.0001022507,0.00000297545,0.9284309,0.000003356047,0.00001337216,1.668743e-7,0.05898666,3.454954e-7,0.000003307991,0.01172351,0.0006906921,0.00004247647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207167,0.00000933824,0.000008637865,0.037602,0.0003403974,0.0002886781,0.000002342558,0.000007468387,0.04102444],"genre_scores_gemma":[0.9982306,0.00002661626,0.0000409757,0.0001486784,0.000279591,0.00001352124,2.697488e-7,0.000002944744,0.00125678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513113,"threshold_uncertainty_score":0.9962893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06648770679273015,"score_gpt":0.3682336580646159,"score_spread":0.3017459512718858,"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."}}