{"id":"W2056741222","doi":"10.5860/rusq.50n2.141","title":"Who Says There’s a Problem?","year":2010,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Deviance (statistics); Psychology; Sociology; Computer science; Epistemology; Nursing; Medicine; Philosophy","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":[0.01180245,0.0004000859,0.0007529064,0.002166594,0.01339017,0.008159131,0.001589565,0.006504239,0.005351928],"category_scores_gemma":[0.05333171,0.0003779179,0.0007445237,0.001680574,0.02544965,0.01298253,0.005890535,0.01147928,0.001579895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006418373,"about_ca_system_score_gemma":0.009804987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008730387,"about_ca_topic_score_gemma":0.007478262,"domain_scores_codex":[0.9831649,0.01012318,0.0006840435,0.0009116904,0.003760094,0.00135612],"domain_scores_gemma":[0.9692109,0.01785542,0.00535151,0.0009976854,0.003728567,0.002855914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006781819,0.0002769837,0.02767622,0.0005240196,0.00008865225,0.006110059,0.6073958,0.0001554712,0.0006375628,0.1124061,0.112363,0.1322983],"study_design_scores_gemma":[0.00001512635,0.00008590346,0.003808362,0.0008832871,0.00003501854,0.008291152,0.7161491,0.0004210595,0.0004546954,0.08588342,0.1838841,0.00008890138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1281285,0.01056388,0.009666241,0.7955345,0.005112595,0.00005979846,0.00004833413,0.0001833998,0.05070275],"genre_scores_gemma":[0.8102828,0.01060882,0.004811129,0.1535742,0.002263266,0.00008978014,0.00009052028,0.0001572612,0.01812225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01339017,"threshold_uncertainty_score":0.06241804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004474860943569,"score_gpt":0.3699391570550022,"score_spread":0.3398944084455666,"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."}}