{"id":"W3176537404","doi":"","title":"Understandings of homelessness in Aotearoa New Zealand and how they impact a local response: A case study of The People's Project in Hamilton","year":2021,"lang":"en","type":"dissertation","venue":"Research Commons (University of Waikato)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Gender studies; Sociology; Geography","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":[0.004751336,0.0005881744,0.0007442176,0.001378383,0.02059239,0.004332606,0.00325567,0.002357207,0.003929163],"category_scores_gemma":[0.008297968,0.0007754227,0.0005205543,0.002202027,0.01718964,0.003212294,0.009575911,0.004400267,0.0002526635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03724681,"about_ca_system_score_gemma":0.02933353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7085063,"about_ca_topic_score_gemma":0.8911493,"domain_scores_codex":[0.9944223,0.003104073,0.000141478,0.0003294976,0.0005756355,0.001427103],"domain_scores_gemma":[0.9959358,0.001472634,0.0005276796,0.0002123253,0.0005843972,0.001267094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001058882,0.00004423471,0.003511422,0.0000937429,0.000005949414,0.003150787,0.9874954,0.00002802191,0.0001685873,0.001547718,0.001075545,0.002867946],"study_design_scores_gemma":[0.000003371196,0.00002655832,0.004046148,0.0001033315,0.000004463155,0.0002007322,0.9891472,0.00002234005,0.00003017099,0.0001441173,0.006263641,0.000007951297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761351,0.0007555019,0.0003938944,0.007365671,0.00006829627,0.0002713786,0.00006699165,0.00001312841,0.01492996],"genre_scores_gemma":[0.9916319,0.001158265,0.0004597019,0.001239305,0.00001398115,0.0001881314,0.00003172451,0.00001946399,0.005257554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7085063,"threshold_uncertainty_score":0.5864207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029142957129544,"score_gpt":0.4383683579012286,"score_spread":0.3354540621882741,"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."}}