{"id":"W4226419304","doi":"10.26686/wgtn.17131811","title":"Student Homelessness: Sheltering Our Future: An Adaptable Approach to Underutilised City Spaces","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Quarter (Canadian coin); Vulnerability (computing); Curriculum; Space (punctuation); Scope (computer science); Landscaping; Geography; Environmental planning; Economic growth; Sociology; Medicine; Pedagogy; Environmental health","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":[0.003925987,0.0007812417,0.0007801188,0.001860897,0.009949144,0.01339471,0.004476856,0.003843721,0.007833717],"category_scores_gemma":[0.004704325,0.0004589208,0.001144623,0.001201439,0.01048575,0.0073194,0.02074293,0.008417721,0.001405912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482267,"about_ca_system_score_gemma":0.01844138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00661236,"about_ca_topic_score_gemma":0.02869869,"domain_scores_codex":[0.9968026,0.001622845,0.000103554,0.0001965395,0.0004827667,0.0007917684],"domain_scores_gemma":[0.9971451,0.0003994785,0.0003312952,0.0002028078,0.000434294,0.001486961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008178952,0.001590854,0.03741882,0.00172091,0.00007761131,0.003475973,0.5495538,0.0005259376,0.00157097,0.04537715,0.05791898,0.3006874],"study_design_scores_gemma":[0.00001940862,0.0003800152,0.01146073,0.001539055,0.00003901064,0.001318835,0.8683953,0.000429443,0.0004043536,0.01136012,0.1046037,0.00005008545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.595401,0.01865871,0.01549931,0.2571354,0.003771462,0.00113323,0.0002001413,0.0004817434,0.107719],"genre_scores_gemma":[0.9172307,0.02166552,0.01484358,0.01379433,0.0006963848,0.0007060674,0.0001593747,0.0001216487,0.03078235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01339471,"threshold_uncertainty_score":0.03499109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079654030898304,"score_gpt":0.4407172590016719,"score_spread":0.3610632281033679,"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."}}