{"id":"W1538881929","doi":"","title":"Ten Cautionary GS Lessons from World War I","year":2014,"lang":"en","type":"article","venue":"ETC.: A Review of General Semantics","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World War II; Politics; Champion; Economic history; Political science; History; Nationalism; Spanish Civil War; First world war; Law; Ancient history","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":[0.007579225,0.001232299,0.0006787692,0.001199205,0.004223542,0.00740918,0.002295495,0.005093582,0.005380496],"category_scores_gemma":[0.0147165,0.0002899349,0.0006214479,0.001073673,0.01934905,0.01392628,0.004845653,0.01731451,0.001690491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004683981,"about_ca_system_score_gemma":0.005844024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028639,"about_ca_topic_score_gemma":0.01332127,"domain_scores_codex":[0.9950941,0.002718382,0.0002668607,0.000544119,0.0009899196,0.0003865746],"domain_scores_gemma":[0.9897372,0.006390467,0.0004724012,0.0008125837,0.0019263,0.0006608862],"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":[0.00006244256,0.00004584753,0.0004905519,0.0003009444,0.00001515483,0.000432822,0.01215476,0.0004073301,0.0001817769,0.6606569,0.2779933,0.04725819],"study_design_scores_gemma":[0.00001502613,0.00002417467,0.0002274215,0.0004261683,0.000006543392,0.0002083505,0.01001097,0.0001880384,0.0002295852,0.3824753,0.6061605,0.00002792717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005145726,0.03678,0.004545173,0.8566411,0.01595435,0.0000289485,0.0001813194,0.0001386744,0.08058479],"genre_scores_gemma":[0.3543619,0.07960085,0.01761506,0.3807244,0.03363379,0.00029074,0.0003825521,0.0005717826,0.1328189],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01028639,"threshold_uncertainty_score":0.04008323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431969060533253,"score_gpt":0.353662170458472,"score_spread":0.3193424798531395,"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."}}