{"id":"W4411561565","doi":"10.5040/9798765127254","title":"Space Strategy and Military Doctrine","year":2025,"lang":"en","type":"book","venue":"","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Military doctrine; Space (punctuation); Aeronautics; Political science; Computer science; Engineering; Law","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":[0.0006362342,0.0004693244,0.000247548,0.00101206,0.003849149,0.00952945,0.000646584,0.002155507,0.0248985],"category_scores_gemma":[0.001754935,0.0002239401,0.0002510247,0.001302124,0.008763293,0.00657884,0.002591387,0.003757186,0.00867629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005656434,"about_ca_system_score_gemma":0.004373132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00975079,"about_ca_topic_score_gemma":0.01403311,"domain_scores_codex":[0.9991498,0.0002658586,0.00002774983,0.00009534934,0.0003265262,0.0001347081],"domain_scores_gemma":[0.9995389,0.0001847555,0.00003985567,0.00004731655,0.0001104562,0.00007879113],"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":[0.000002591291,0.000004187772,0.00004006561,0.0000250026,8.17541e-7,0.00001899185,0.001076889,0.0000811244,0.00004124461,0.8933367,0.08889382,0.0164786],"study_design_scores_gemma":[0.000001246367,0.000004072108,0.0001183611,0.000116435,6.723558e-7,0.0000289025,0.0008154638,0.00005712231,0.00004056695,0.06750602,0.9313086,0.00000244334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009511691,0.02034678,0.001184359,0.01503445,0.001076657,0.000009555577,0.00003602336,0.00003690637,0.9613242],"genre_scores_gemma":[0.09131981,0.02007643,0.00180988,0.00814762,0.001756051,0.00005926052,0.0001231656,0.0001552569,0.8765526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0248985,"threshold_uncertainty_score":0.0832938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009248684873055297,"score_gpt":0.2368160365110934,"score_spread":0.2275673516380381,"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."}}