{"id":"W3211901340","doi":"10.1080/13533312.2021.2001334","title":"Protecting Civilians: Mission Critical or Mission Impossible?","year":2021,"lang":"en","type":"article","venue":"International Peacekeeping","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Balsillie School of International Affairs; Wilfrid Laurier University","funders":"","keywords":"Political science; Peacekeeping; Aeronautics; Computer security; Public administration; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01579625,0.000711026,0.0008460468,0.001479745,0.008942885,0.01024748,0.002315252,0.0105176,0.01126204],"category_scores_gemma":[0.03582385,0.0004508678,0.0004444327,0.001241758,0.03629944,0.0209175,0.008703552,0.01698925,0.002152203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640943,"about_ca_system_score_gemma":0.01500083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796882,"about_ca_topic_score_gemma":0.005146884,"domain_scores_codex":[0.9910096,0.004917767,0.0003377192,0.0006483063,0.001376752,0.00170979],"domain_scores_gemma":[0.9749658,0.01230708,0.00275377,0.001533676,0.002800501,0.005639134],"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":[0.00007420532,0.0001270878,0.002204421,0.0009361999,0.00006426885,0.0004508418,0.01970389,0.0002494073,0.0004770368,0.7608701,0.1385081,0.07633442],"study_design_scores_gemma":[0.00002489064,0.00006204222,0.001896917,0.00236736,0.00003730833,0.0008125411,0.06822836,0.0002278071,0.0003983983,0.7185092,0.2073811,0.00005407353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01401945,0.01805969,0.003242948,0.8986405,0.005210289,0.00001743737,0.00005409299,0.0000473374,0.06070829],"genre_scores_gemma":[0.7473899,0.02773338,0.004318481,0.1996871,0.007189531,0.0001090907,0.00009615426,0.0001234893,0.01335289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01579625,"threshold_uncertainty_score":0.08353955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343954755611745,"score_gpt":0.405183525919603,"score_spread":0.3517439783634856,"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."}}