{"id":"W4378382852","doi":"10.1515/9780773587397-001","title":"President’s Preface","year":2012,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"History; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003352437,0.0004301983,0.0004588553,0.0001076974,0.001773088,0.00004506861,0.000816441,0.001044213,0.0006990876],"category_scores_gemma":[0.00001977825,0.0005408091,0.0004322714,0.00001438896,0.0008040836,0.0003432694,0.0003200762,0.0007660037,0.0001283788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024146,"about_ca_system_score_gemma":0.0001678444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005873624,"about_ca_topic_score_gemma":0.000007856655,"domain_scores_codex":[0.9976429,0.0002042234,0.0002320224,0.0005616616,0.0007011908,0.0006580238],"domain_scores_gemma":[0.9983331,0.000106225,0.000352407,0.0005527138,0.0001713448,0.000484235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003096145,0.00001532511,0.00001377048,0.00004779595,0.0001373232,0.00005646178,0.003375756,0.000002335586,0.000001811046,0.9601043,0.035925,0.0002891961],"study_design_scores_gemma":[0.0002624012,0.00002333536,0.0000251975,0.00008925203,0.0002698129,5.209852e-7,0.0005234266,1.315352e-7,0.0000372719,0.0005142585,0.9976711,0.0005832611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008324575,0.00000547048,0.00001418822,0.0001226258,0.000551058,0.0005789429,0.0002965441,0.0003309764,0.9980919],"genre_scores_gemma":[0.003470704,0.0004286434,0.000121362,0.00009957978,0.0003820812,0.00000140968,0.00002229024,0.000057356,0.9954166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9617461,"threshold_uncertainty_score":0.9997044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421093534088085,"score_gpt":0.2399805216998037,"score_spread":0.2057695863589229,"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."}}