{"id":"W4409992211","doi":"10.26443/tbj.v6i.565","title":"From the Margins to the Centre","year":2003,"lang":"en","type":"article","venue":"The Burney Journal","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001234044,0.00007939096,0.00008651759,0.000005144916,0.006563628,0.0002700596,0.000626951,0.0000307435,0.0008245279],"category_scores_gemma":[0.0003020976,0.00002675584,0.0001209793,0.0001703068,0.0002353772,0.0000722803,0.00008539911,0.0003199531,0.0002703581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008458988,"about_ca_system_score_gemma":0.00006422814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257603,"about_ca_topic_score_gemma":0.00597399,"domain_scores_codex":[0.9984618,0.000663051,0.0001299708,0.00007506435,0.0003675929,0.0003024769],"domain_scores_gemma":[0.9993847,0.0002520212,0.00006713485,0.0001144832,0.00009726888,0.00008440293],"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":[0.00001403418,0.00001742261,0.000898771,2.178323e-7,0.00007613188,0.000006516789,0.5307265,0.00001766454,0.00002352211,0.04200567,0.4237548,0.002458748],"study_design_scores_gemma":[0.00005991705,0.000009023509,0.005099617,0.000009832685,0.00001795014,0.000004735894,0.2138472,6.815228e-7,0.000008029538,0.0199006,0.7609919,0.00005055224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3007362,0.001011774,0.0000426658,0.546092,0.002100999,0.0002489776,0.000009855429,0.00001988797,0.1497376],"genre_scores_gemma":[0.9694932,0.0002851942,0.00003041212,0.003039412,0.003776873,0.000003475617,3.335439e-7,0.000005336795,0.02336575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.668757,"threshold_uncertainty_score":0.9947297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065714593576551,"score_gpt":0.3142683292081366,"score_spread":0.2836111832723711,"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."}}