{"id":"W2887762216","doi":"10.1007/978-3-319-92907-1_12","title":"The Micro-Politics of Counting","year":2018,"lang":"en","type":"book-chapter","venue":"Research in mathematics education","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Politics; Mathematics education; Mathematics; Sociology; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00555967,0.000104989,0.0001962175,0.0002070452,0.0006874081,0.0001335224,0.0005302167,0.0001907223,0.0003501504],"category_scores_gemma":[0.0009217337,0.00008495586,0.00004629307,0.000113365,0.001475131,0.00005250367,0.00009140047,0.0003618547,0.0001391812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850842,"about_ca_system_score_gemma":0.00208522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009517045,"about_ca_topic_score_gemma":0.0006596337,"domain_scores_codex":[0.9978144,0.0001548287,0.0004267584,0.0001573568,0.001028209,0.000418404],"domain_scores_gemma":[0.9964944,0.001904118,0.0002459278,0.000381339,0.0008986366,0.00007558364],"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":[8.019054e-7,0.00004151725,0.00001891823,0.0001971514,0.000009108211,1.9528e-7,0.05114145,3.684428e-8,0.000004860764,0.9295782,0.01763901,0.001368791],"study_design_scores_gemma":[0.00001343291,0.00001262835,0.00000394462,0.0003132569,0.000003654352,2.200554e-7,0.05591875,0.000003930718,0.000009787397,0.5025085,0.4411567,0.00005524285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003176404,0.001323149,0.000006919784,0.001393755,0.0002993113,0.0004918705,0.000009263037,0.00001138635,0.9932879],"genre_scores_gemma":[0.00730649,0.001576784,0.00125565,0.00001431423,0.001213733,0.00002755905,0.000008472582,0.00003292062,0.9885641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4270697,"threshold_uncertainty_score":0.543518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793876036644881,"score_gpt":0.4778476941581087,"score_spread":0.2984600904936206,"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."}}