{"id":"W4385747244","doi":"10.59962/9780774825221","title":"Stalled","year":2013,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001292185,0.00006797661,0.000250826,0.00002931556,0.0003575347,0.000196937,0.0004055673,0.000335315,0.0008942107],"category_scores_gemma":[0.00001420433,0.0001787404,0.0001502485,0.00000801441,0.000648227,0.00007201536,0.0001458219,0.0001772827,0.00001757844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152524,"about_ca_system_score_gemma":0.0006719782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8129439,"about_ca_topic_score_gemma":0.6006719,"domain_scores_codex":[0.9988146,0.0001024615,0.0001303165,0.0002589013,0.000431183,0.000262466],"domain_scores_gemma":[0.9990994,0.00004992873,0.00019939,0.0001924928,0.0002998626,0.0001589172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002445014,0.0000238518,0.00002368047,0.00008280846,0.0001034419,0.00007286248,0.004218979,0.000001096922,0.000002281135,0.007523471,0.9743872,0.01355788],"study_design_scores_gemma":[0.0003217061,0.00001765852,0.000302279,0.000125158,0.00007017747,0.000002047299,0.001605295,0.000004858934,4.397791e-7,0.007422577,0.9899333,0.0001945275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001021921,0.0001223109,0.00002326727,0.0000142312,0.000207197,0.0004818994,0.0002054052,0.00005781512,0.997866],"genre_scores_gemma":[0.004183508,0.0002855876,0.0001343588,0.00001558282,0.0001248372,4.995277e-7,0.00003527641,0.0000153822,0.995205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.212272,"threshold_uncertainty_score":0.979098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243453342924244,"score_gpt":0.2214278195548976,"score_spread":0.1970824852624732,"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."}}