{"id":"W2945728598","doi":"","title":"Emotionless in Edmonton","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","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":[0.0008530189,0.0001755637,0.0001900882,0.0005322447,0.007151241,0.002376089,0.0006952292,0.0009369334,0.01421801],"category_scores_gemma":[0.0009230953,0.0001060468,0.0001771435,0.0004689633,0.001870035,0.0009914289,0.002733348,0.002527127,0.0005917856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00671719,"about_ca_system_score_gemma":0.006833709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2657783,"about_ca_topic_score_gemma":0.5802295,"domain_scores_codex":[0.999559,0.0001362802,0.00000863997,0.0000342994,0.00005206356,0.0002095929],"domain_scores_gemma":[0.9995182,0.00006067114,0.00002795245,0.0000165576,0.00007426823,0.0003023736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004689656,0.0008648373,0.07074063,0.0002104698,0.00003377187,0.006671994,0.3207667,0.000118857,0.001499857,0.09778427,0.2415632,0.2592764],"study_design_scores_gemma":[0.00003890997,0.00009441836,0.1561354,0.0003707175,0.00001872812,0.001064388,0.3947493,0.00008699389,0.0003193702,0.003346029,0.4437467,0.0000289518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299477,0.00893027,0.0002695941,0.07790128,0.002258675,0.00004920652,0.0002641514,0.00003380402,0.1803452],"genre_scores_gemma":[0.7874583,0.003310812,0.0001746133,0.01204737,0.0002734165,0.00004735211,0.0001267039,0.00004659808,0.1965148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7342217,"threshold_uncertainty_score":0.5284626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252300392128412,"score_gpt":0.5331547116063617,"score_spread":0.3079246723935205,"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."}}