{"id":"W4385868580","doi":"10.59962/9780774816106-001","title":"Foreword","year":2010,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002836491,0.0009537076,0.0006095966,0.001553601,0.00221845,0.003882042,0.001200135,0.001737653,0.4445356],"category_scores_gemma":[0.001890792,0.0002993134,0.0004323184,0.001607518,0.0008468977,0.003887446,0.001593736,0.003329886,0.373517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693317,"about_ca_system_score_gemma":0.001677961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004530812,"about_ca_topic_score_gemma":0.006519873,"domain_scores_codex":[0.9996692,0.00003843606,0.00002024314,0.0000606438,0.0001729355,0.00003858767],"domain_scores_gemma":[0.9992279,0.0001543848,0.00003906115,0.00006252124,0.0004027306,0.000113442],"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":[0.00000610586,0.00001200124,0.00002248154,0.0000776276,9.504278e-7,0.00003513613,0.0001078521,0.00001690377,0.0000784963,0.008133108,0.9625553,0.02895392],"study_design_scores_gemma":[8.9316e-7,0.000002137282,0.0000423675,0.00006826025,4.196806e-7,0.00003827837,0.00006228452,0.000005327738,0.00002243237,0.0009331053,0.9988231,0.000001369078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003075619,0.01034318,0.0008407236,0.01158257,0.02091862,0.00009979047,0.0008312712,0.000315493,0.9547608],"genre_scores_gemma":[0.001426805,0.004001556,0.0003197935,0.004611898,0.002635651,0.00004465015,0.0005172879,0.0002240088,0.9862184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4445356,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445789345642208,"score_gpt":0.198643241298852,"score_spread":0.1841853478424299,"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."}}