{"id":"W6906255821","doi":"10.17169/refubium-47490","title":"The Productive Power of a Label","year":2025,"lang":"en","type":"dissertation","venue":"Refubium (Universitätsbibliothek der Freien Universität Berlin)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feminism; Popularity; Foreign policy; Power (physics); Politics; Inequality","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":[0.0123748,0.0008439895,0.0006026729,0.002932306,0.009476882,0.02352248,0.001653027,0.005351937,0.02200429],"category_scores_gemma":[0.02464221,0.0004906387,0.0005831195,0.002509256,0.03074606,0.01971006,0.01037345,0.006024878,0.008370738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004732336,"about_ca_system_score_gemma":0.00541364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636971,"about_ca_topic_score_gemma":0.002561074,"domain_scores_codex":[0.9870774,0.007049598,0.0005198767,0.001713235,0.002885212,0.0007546489],"domain_scores_gemma":[0.978825,0.01168973,0.00128984,0.003802353,0.00301123,0.001381873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003013952,0.00001523265,0.0003341334,0.0001259115,0.000006758487,0.0001246208,0.01681686,0.00005382447,0.0004103942,0.9158605,0.03223393,0.03398774],"study_design_scores_gemma":[0.00000712064,0.00002256612,0.0001857574,0.0005126832,0.000007848811,0.0002015353,0.006539788,0.0001208787,0.0003299707,0.1696092,0.8224455,0.00001713807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009776974,0.009372264,0.02852061,0.08711576,0.01154029,0.0001064692,0.0002091364,0.0002931554,0.8530653],"genre_scores_gemma":[0.5261747,0.0109507,0.05099136,0.04282499,0.01324975,0.0005015763,0.0005066661,0.001945594,0.3528547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02352248,"threshold_uncertainty_score":0.07361162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981956397541896,"score_gpt":0.2854601556377919,"score_spread":0.265640591662373,"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."}}