{"id":"W7101031586","doi":"","title":"� Survey and Usability Testing Results of the Analytical Reasoning Computerized Prototype at","year":2005,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Voting; Corporation; Association (psychology); Public law","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":[0.002035711,0.0001024859,0.0001813011,0.00002023515,0.0001193226,0.00006651608,0.0006258391,0.0000490856,0.000007044921],"category_scores_gemma":[0.001690422,0.00006582303,0.00003986753,0.0003818111,0.0001715477,0.0002093204,0.0006655619,0.0001129508,0.00000732488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004892576,"about_ca_system_score_gemma":0.00005284458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003231122,"about_ca_topic_score_gemma":0.0003397329,"domain_scores_codex":[0.9984406,0.0003996724,0.000370354,0.0003859401,0.0002143687,0.0001890784],"domain_scores_gemma":[0.9978801,0.001072674,0.00009818339,0.0007115174,0.0001701842,0.00006735531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006527738,0.0005047988,0.9108495,0.0000961191,0.00005647592,0.000001772405,0.001983821,0.001278487,0.003402123,0.006062041,0.002103006,0.07300908],"study_design_scores_gemma":[0.0003519649,0.0001000814,0.5203452,0.0000198557,0.00000218444,0.000005612113,0.0000023639,0.4756668,0.002959283,0.0001150344,0.0003525563,0.00007909485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538266,0.00001518202,0.04168746,0.001451408,0.00006983233,0.0004689544,0.000006916463,0.00008400522,0.002389626],"genre_scores_gemma":[0.9365793,3.080419e-7,0.06306493,0.000118745,0.0000156312,0.000004594029,5.078743e-7,0.000003009986,0.0002130016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743883,"threshold_uncertainty_score":0.2684185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582482147915348,"score_gpt":0.292610077678459,"score_spread":0.2167852561993055,"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."}}