{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007729725,0.0005288359,0.0006722127,0.002907573,0.002607095,0.0002228837,0.002290006,0.0007795435,0.0006128127],"category_scores_gemma":[0.0001938297,0.0005275854,0.0004291247,0.006141075,0.0006482935,0.002010083,0.0002297934,0.0008098325,0.00007276114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559932,"about_ca_system_score_gemma":0.002544947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477267,"about_ca_topic_score_gemma":0.01489265,"domain_scores_codex":[0.9960683,0.0005062009,0.0004003139,0.0009216751,0.001197646,0.0009058457],"domain_scores_gemma":[0.9961909,0.0004338764,0.0006942626,0.0009917209,0.001414281,0.0002749544],"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":[0.001048983,0.0005120963,0.0001921905,0.0003370903,0.002320396,0.0001323606,0.1959227,0.00001220572,0.0004704069,0.7585663,0.02847636,0.01200889],"study_design_scores_gemma":[0.001135775,0.0001431738,0.0006080935,0.000231306,0.0008152508,0.000001899733,0.3397013,0.00001964988,0.0002656872,0.004576307,0.6517927,0.0007088773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09359054,0.006152514,0.0002032185,0.002992767,0.003873696,0.001616981,0.000197377,0.000269789,0.8911031],"genre_scores_gemma":[0.3693765,0.006137247,0.0002786074,0.0001280583,0.0003031066,0.000007121141,0.000331905,0.00007411824,0.6233633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.75399,"threshold_uncertainty_score":0.9997176,"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."}}