{"id":"W4413518583","doi":"10.64628/aam.6s645wgks","title":"Universities and colleges want to enrol more students. But where are they supposed to live?","year":2022,"lang":"en","type":"article","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Mathematics education; Medical education; Sociology; Political science; Psychology; Medicine","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":[0.009280009,0.0008275759,0.001634698,0.001110033,0.009147476,0.01307489,0.001786357,0.01160003,0.08775876],"category_scores_gemma":[0.03450448,0.0004254409,0.001009973,0.002073322,0.008939116,0.02040166,0.008944813,0.01081126,0.02850973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034286,"about_ca_system_score_gemma":0.008746488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008041197,"about_ca_topic_score_gemma":0.01225731,"domain_scores_codex":[0.9890359,0.003926938,0.0003274042,0.0008762007,0.002552908,0.003280605],"domain_scores_gemma":[0.9374757,0.006571869,0.004692723,0.001528712,0.009168268,0.0405627],"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":[0.0004920244,0.000811831,0.02031806,0.001077209,0.0001654327,0.0003933486,0.007922936,0.0001871704,0.003374456,0.09455943,0.7186477,0.1520503],"study_design_scores_gemma":[0.0002642416,0.0003935289,0.03133391,0.00170333,0.00009527114,0.0003585148,0.04123572,0.0002237358,0.001477649,0.08395957,0.8386158,0.0003387411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008008993,0.002497486,0.001316624,0.940003,0.007112458,0.00003751413,0.0002519996,0.0001812008,0.04059078],"genre_scores_gemma":[0.2093596,0.009732557,0.006092216,0.6423461,0.01190452,0.0003055642,0.0006491042,0.000616218,0.1189942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08775876,"threshold_uncertainty_score":0.2935823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068452991937391,"score_gpt":0.3691889831041644,"score_spread":0.3485044531847905,"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."}}