{"id":"W1541073937","doi":"","title":"Canadian Light Infantry in Adaptive Dispersed Operations","year":2012,"lang":"en","type":"article","venue":"Ike Skelton Combined Arms Research Library (CARL) Digital Library (US Army Combined Arms Center)","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infantry; Operations research; Modularity (biology); Aeronautics; Engineering; Operations management; Law; Computer science; Management; Political 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":[0.001318551,0.0005197275,0.0001559629,0.001758462,0.01151985,0.006110773,0.001510257,0.001736996,0.009536451],"category_scores_gemma":[0.00327595,0.0003354366,0.0002498654,0.003187794,0.007583346,0.001912694,0.002190126,0.002422574,0.0006796913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09816427,"about_ca_system_score_gemma":0.1122578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848298,"about_ca_topic_score_gemma":0.9914237,"domain_scores_codex":[0.9964049,0.0002791678,0.00006450843,0.0002904501,0.00185142,0.001109614],"domain_scores_gemma":[0.9984401,0.0001975859,0.00009186583,0.00006628678,0.0008898913,0.0003141693],"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":[0.0000294296,0.00001194253,0.001762054,0.000102999,0.000004495747,0.0003338472,0.007638613,0.001599407,0.0004554828,0.8690134,0.07134523,0.04770313],"study_design_scores_gemma":[0.000006116673,0.00001257348,0.004641037,0.0001343504,0.000006354162,0.0000899927,0.005819982,0.0004371906,0.0002685141,0.01054491,0.9780036,0.00003541452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03395326,0.0173032,0.005401608,0.02920086,0.0008856858,0.0001011166,0.0002944285,0.00009518405,0.9127646],"genre_scores_gemma":[0.7125118,0.01685068,0.006999583,0.006786681,0.0001924796,0.0000530992,0.0003160092,0.00009309632,0.2561965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09816427,"threshold_uncertainty_score":0.712235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612723414429023,"score_gpt":0.248823291916935,"score_spread":0.2126960577726448,"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."}}