{"id":"W1522077873","doi":"","title":"Alison Bartlett and Gina Mercer, (eds). Postgraduate Research Supervision: Transforming R(E)lations","year":2002,"lang":"en","type":"article","venue":"Thirdspace","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Library science; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001741569,0.00009114273,0.0001512904,0.0001763528,0.001668313,0.0002261073,0.000248114,0.00005512038,0.0007331063],"category_scores_gemma":[0.0002415557,0.00008404427,0.00005830108,0.0006257569,0.0003443538,0.0004957234,0.00006533966,0.0002562258,0.0001543002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002979727,"about_ca_system_score_gemma":0.00002922609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003416283,"about_ca_topic_score_gemma":0.003850946,"domain_scores_codex":[0.9980787,0.0004005148,0.0001495917,0.0002690782,0.0006357761,0.0004663358],"domain_scores_gemma":[0.9991429,0.0003247238,0.00002530132,0.0002286099,0.00008983735,0.0001886565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000252552,0.0002480225,0.007279915,0.00006160131,0.0001192051,0.00004598378,0.2758701,0.00002653735,0.007449852,0.1411792,0.1034282,0.4642661],"study_design_scores_gemma":[0.000279561,0.00007726515,0.002480565,0.00008486939,0.00004261715,0.000003332327,0.01412387,0.003780218,0.0002039633,0.003347137,0.9752839,0.0002926975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5833398,0.004973471,0.0006459773,0.1241322,0.0001726339,0.0004811845,0.00004360972,0.000203511,0.2860076],"genre_scores_gemma":[0.98383,0.005025246,0.0005839074,0.0001509752,0.000201625,0.00000724154,0.000008778257,0.00001332595,0.01017885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8718557,"threshold_uncertainty_score":0.9996314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387612413854101,"score_gpt":0.3948183563770608,"score_spread":0.2560571149916507,"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."}}