{"id":"W4367335373","doi":"10.15453/0191-5096.3901","title":"Journal of Sociology and Social Welfare Vol. 42 No. 2 (June 2015)","year":2015,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Sociology; Ethnography; Welfare; Social science; Social Welfare; Anthropology; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002279583,0.0006290897,0.0008855956,0.00222116,0.005315991,0.008588059,0.0005293339,0.002695494,0.05192086],"category_scores_gemma":[0.004373771,0.0003672262,0.0003674978,0.003571245,0.006109986,0.004306661,0.00469048,0.003149424,0.007569912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005358915,"about_ca_system_score_gemma":0.006212027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618076,"about_ca_topic_score_gemma":0.009545039,"domain_scores_codex":[0.998097,0.001090392,0.00009155593,0.0001396445,0.0003832012,0.0001982661],"domain_scores_gemma":[0.998161,0.0009487204,0.0001004065,0.0001510587,0.0003381555,0.00030066],"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":[0.00001332705,0.00008031211,0.002012852,0.000378355,0.00001134532,0.0001130474,0.01169004,0.00007477521,0.0001165648,0.2018904,0.711841,0.07177808],"study_design_scores_gemma":[0.000004273162,0.00001252778,0.001297161,0.0008992371,0.000004191979,0.0000855629,0.005987175,0.00004089208,0.00001783198,0.01764959,0.9739959,0.00000566874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006292674,0.3419915,0.001333543,0.2437605,0.01858844,0.00006718403,0.0003719124,0.0001203386,0.387474],"genre_scores_gemma":[0.2417805,0.3473578,0.001803853,0.05973051,0.02693827,0.0003756241,0.0006189931,0.0002963704,0.321098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9480792,"threshold_uncertainty_score":0.1736926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599573529101165,"score_gpt":0.490602248004012,"score_spread":0.3306448950938955,"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."}}