{"id":"W4380230564","doi":"10.1515/9780773582071-004","title":"Preface","year":2015,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.001179942,0.0008918899,0.0006543931,0.001773358,0.003040861,0.00403339,0.001461611,0.001401781,0.5877585],"category_scores_gemma":[0.007061792,0.0003374284,0.0005237894,0.001753829,0.0006675422,0.00332541,0.002673348,0.002963036,0.4128055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966588,"about_ca_system_score_gemma":0.002632844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004521166,"about_ca_topic_score_gemma":0.005488208,"domain_scores_codex":[0.999137,0.0001196633,0.00006174517,0.0001881144,0.0003825115,0.0001109603],"domain_scores_gemma":[0.9969419,0.0003996439,0.0001108372,0.0002552862,0.001672182,0.0006201057],"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":[0.00001908286,0.00001334728,0.0001014446,0.00008082917,0.000001349266,0.00004804642,0.00009945741,0.00002412668,0.00007911641,0.00283439,0.9712961,0.02540269],"study_design_scores_gemma":[0.000002448562,0.000008239414,0.0002705631,0.00007545205,7.303125e-7,0.00004335009,0.0001100052,0.00001069784,0.00003161157,0.0006893753,0.9987552,0.000002369455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001337821,0.006903745,0.002873775,0.021996,0.1010156,0.0004850616,0.009799995,0.001028222,0.8545598],"genre_scores_gemma":[0.005161234,0.004282822,0.001051546,0.005663381,0.01222508,0.0002360381,0.008088949,0.0005858741,0.9627051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4122415,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120045384588243,"score_gpt":0.2457176112028361,"score_spread":0.2145171573569537,"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."}}