{"id":"W2093553995","doi":"10.1177/0193841x03261484","title":"Picking Up the Challenge","year":2004,"lang":"en","type":"article","venue":"Evaluation Review","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Child Welfare League of Canada; Royal Ottawa Mental Health Centre","funders":"","keywords":"Enumeration; Population; Computer science; Data science; Management science; Sociology; Mathematics; Engineering; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06007451,0.001345495,0.00270874,0.00531082,0.01002744,0.01428618,0.00532088,0.008223857,0.01548268],"category_scores_gemma":[0.118007,0.0005856004,0.001352326,0.004802318,0.0171873,0.02394475,0.01229737,0.01827276,0.007750871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02262829,"about_ca_system_score_gemma":0.06448933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3765837,"about_ca_topic_score_gemma":0.5434439,"domain_scores_codex":[0.9611962,0.01678578,0.00211125,0.004634958,0.0117434,0.003528468],"domain_scores_gemma":[0.9151109,0.0245662,0.003215722,0.004642213,0.04277273,0.009692255],"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":[0.0002202294,0.0001110361,0.009103739,0.003311305,0.0002600941,0.0004281976,0.01231998,0.0007783514,0.0006080727,0.1526528,0.5229038,0.2973025],"study_design_scores_gemma":[0.00004006137,0.0001239557,0.007173641,0.006356996,0.0001008529,0.0004397646,0.05360774,0.0007454338,0.0003937652,0.1682795,0.7625695,0.0001689317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00459115,0.03107435,0.009259,0.9319632,0.009405094,0.0001083962,0.0006752119,0.000136488,0.01278709],"genre_scores_gemma":[0.1818304,0.07036678,0.05126373,0.6321428,0.01602706,0.0008031011,0.001312939,0.0006595834,0.04559358],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3765837,"threshold_uncertainty_score":0.7487835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2812821955724736,"score_gpt":0.5541621417145391,"score_spread":0.2728799461420656,"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."}}