{"id":"W4391605918","doi":"10.1002/9781394260348.ch1","title":"An Uncommon Defense","year":2019,"lang":"en","type":"other","venue":"","topic":"Colonialism, slavery, and trade","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":[0.003257257,0.0008220213,0.0006213878,0.001384886,0.0093104,0.009855215,0.001685872,0.006440924,0.1196604],"category_scores_gemma":[0.01593666,0.0003309519,0.0006478124,0.001370485,0.007739317,0.00787595,0.008801324,0.01235672,0.05534138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694794,"about_ca_system_score_gemma":0.005753156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348994,"about_ca_topic_score_gemma":0.00711827,"domain_scores_codex":[0.9954132,0.001436312,0.0001859412,0.0008124313,0.001329807,0.0008221875],"domain_scores_gemma":[0.9946828,0.001170743,0.0003556893,0.001163158,0.001345285,0.00128224],"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":[0.00001578456,0.00002314539,0.000330171,0.0000530835,0.000005223573,0.000255251,0.001413386,0.00001785887,0.00009384915,0.2523638,0.7118815,0.03354695],"study_design_scores_gemma":[0.000001581492,0.000004145764,0.00007182211,0.00005853799,0.000001160395,0.0002047482,0.0005361141,0.00001107772,0.00002231284,0.005878005,0.993208,0.000002352101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002064785,0.005897881,0.002052103,0.08416139,0.01993384,0.00005129306,0.000225475,0.0002083256,0.8854048],"genre_scores_gemma":[0.03615142,0.003810257,0.001010392,0.05867798,0.006644316,0.00009875742,0.0002206656,0.0002438212,0.8931424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1196604,"threshold_uncertainty_score":0.4003038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035988344963187,"score_gpt":0.3258689629644794,"score_spread":0.3055090795148475,"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."}}