{"id":"W4205631677","doi":"10.3138/seminar.55.4.1","title":"Activating Affinities","year":2019,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Scholarship; German; Sociology; Neoliberalism (international relations); Discipline; Alliance; Colonialism; Indigenous; State (computer science); Power (physics); Political science; Social science; Law; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664176,0.00009504121,0.0003509398,0.0002894211,0.0001595181,0.0001329279,0.0004616874,0.00002871983,0.0003037767],"category_scores_gemma":[0.001776523,0.00005856763,0.0001329321,0.0004888045,0.00007698762,0.000661933,0.0002361921,0.0001963941,0.0003170117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000074998,"about_ca_system_score_gemma":0.0001222785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.049329e-7,"about_ca_topic_score_gemma":0.000005467612,"domain_scores_codex":[0.9975773,0.0001590004,0.0006381227,0.000133562,0.001293206,0.0001988618],"domain_scores_gemma":[0.9959823,0.00152279,0.0005400919,0.0002032325,0.001696682,0.00005485168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.002208792,0.0003416173,0.02632123,0.0001378299,0.001432778,0.0005237724,0.1154847,0.0003975488,0.06416312,0.01132762,0.6476941,0.1299668],"study_design_scores_gemma":[0.002365111,0.005440602,0.02123409,0.0009412324,0.00005920299,0.0008351288,0.7507838,0.0007569718,0.02904978,0.06680643,0.1210974,0.0006302294],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767672,0.004241678,0.00008139032,0.002079909,0.0009006006,0.00008433996,0.000002325424,0.000005621861,0.01583687],"genre_scores_gemma":[0.9854005,0.0001536196,0.000191768,0.00006318089,0.0003306325,0.00000152086,1.502975e-7,0.000005900323,0.01385271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635299,"threshold_uncertainty_score":0.407465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223778396912509,"score_gpt":0.516055550154663,"score_spread":0.292277153242154,"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."}}