{"id":"W4256440351","doi":"10.18733/c3rq2w","title":"Ambivalence Blvd","year":2017,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Decolonial Thought and Epistemologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambivalence; Negotiation; Feeling; Politics; Digital subscriber line; Sociology; Aesthetics; Media studies; Art; Psychoanalysis; Psychology; Political science; Social psychology; Computer science; Telecommunications; Social science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002782103,0.00008253569,0.0001293208,0.000008018779,0.002209267,0.0004727694,0.0003544973,0.0001123457,0.0002526123],"category_scores_gemma":[0.0005265513,0.00005263343,0.00004838533,0.00002501832,0.001669342,0.0004418891,0.0001438174,0.0001042898,0.0001159027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001390453,"about_ca_system_score_gemma":0.00001936378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006505199,"about_ca_topic_score_gemma":0.0003501835,"domain_scores_codex":[0.9992315,0.00006962376,0.00009752408,0.0001866313,0.0001591806,0.0002555015],"domain_scores_gemma":[0.9995281,0.0000570899,0.00006691946,0.0001580287,0.00005453538,0.0001352906],"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":[0.0001379673,0.0001512542,0.1420501,0.00006864419,0.00004834996,0.0001765072,0.1440874,0.000001129389,0.001202124,0.430365,0.09119192,0.1905195],"study_design_scores_gemma":[0.0001767407,0.00005894725,0.2025159,0.00002008433,0.00001033906,0.000005062128,0.01406795,0.000003247807,0.00005107951,0.009935472,0.7729439,0.0002113479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579987,0.0003574716,0.000006255017,0.00674625,0.0008345463,0.00007691111,0.000001626856,0.00007319325,0.133905],"genre_scores_gemma":[0.9563106,0.001044499,0.0001174478,0.000207723,0.00104058,0.000006101072,0.000001236103,0.000002304019,0.04126952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6817519,"threshold_uncertainty_score":0.9990897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8083228959428175,"score_gpt":0.5635065318322356,"score_spread":0.2448163641105818,"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."}}