{"id":"W2206158332","doi":"","title":"IPC Advocacy: Census, Net Neutrality, and More","year":2010,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan College","funders":"","keywords":"Census; Net neutrality; Neutrality; Political science; Geography; Computer science; Population; Demography; Sociology; Law; The Internet; World Wide Web","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":[0.0002875199,0.0002159037,0.0002285053,0.00005501058,0.0003586683,0.0002736839,0.0003149372,0.000178714,0.0002669673],"category_scores_gemma":[0.00007704306,0.0001488104,0.00007931994,0.0001947988,0.00009755512,0.0004759606,0.0001849079,0.0004702535,0.00001574668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002771746,"about_ca_system_score_gemma":0.00005237835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650804,"about_ca_topic_score_gemma":0.00002418482,"domain_scores_codex":[0.9987792,0.00008583521,0.0003564944,0.000267874,0.0002240186,0.0002866295],"domain_scores_gemma":[0.9986851,0.0004478135,0.0001786326,0.0005547268,0.00002587625,0.000107867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001392349,0.0001626583,0.518447,0.0003934513,0.00009264459,0.00002254012,0.004718635,0.0001002368,0.0006990109,0.3781449,0.07496436,0.02211541],"study_design_scores_gemma":[0.001132396,0.00005079579,0.3464534,0.000143275,0.000114767,0.0001514669,0.0001060033,0.02625274,0.000396805,0.4068736,0.217738,0.0005866606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826118,0.0001366764,0.00006697523,0.009667713,0.0005125277,0.0003082105,0.00003569494,0.000394675,0.00626575],"genre_scores_gemma":[0.9830152,0.00003541934,0.01389372,0.0008762559,0.0009070108,0.00001362358,0.0002315847,0.00006551317,0.000961647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719935,"threshold_uncertainty_score":0.6068313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715625555536888,"score_gpt":0.2838254687454168,"score_spread":0.2566692131900479,"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."}}