{"id":"W4302290757","doi":"10.1177/00020397221128322","title":"Systematic Review of Gender and Humanitarian Situations Across Africa","year":2022,"lang":"en","type":"article","venue":"Africa Spectrum","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Injustice; Sociology; Sociocultural evolution; Gender analysis; Gender equity; Political science; Social science; Public relations; Social psychology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01393262,0.001353027,0.004582502,0.02220166,0.001363655,0.003634204,0.0016246,0.001723007,0.006393305],"category_scores_gemma":[0.06998698,0.0009184337,0.003363789,0.02357548,0.001936983,0.004156907,0.003038606,0.001299807,0.0003969001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557113,"about_ca_system_score_gemma":0.02793686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009979084,"about_ca_topic_score_gemma":0.03474888,"domain_scores_codex":[0.9849016,0.006244241,0.005405463,0.001015241,0.00201721,0.0004163252],"domain_scores_gemma":[0.9343929,0.05172071,0.008301266,0.0009538403,0.004012319,0.0006189633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001125583,0.00001653898,0.001146641,0.9345591,0.0021243,0.0003126256,0.002859975,0.00006510127,0.0001725683,0.0008445843,0.002169613,0.05561636],"study_design_scores_gemma":[0.00003823486,0.00007361238,0.003143586,0.9544875,0.0058559,0.0003679162,0.003075702,0.00001536988,0.0001105258,0.0004325684,0.03237911,0.00002002252],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002993099,0.9936552,0.000363896,0.0005028194,0.0001729584,0.000464588,0.0009095094,0.00000760179,0.0009303446],"genre_scores_gemma":[0.02754347,0.9688088,0.001094995,0.0006229539,0.0000815058,0.001040421,0.0005318406,0.00001007951,0.0002660153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02220166,"threshold_uncertainty_score":0.07368362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618542653181017,"score_gpt":0.3035008697366157,"score_spread":0.2573154432048055,"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."}}