{"id":"W2317651347","doi":"10.5509/2014874809","title":"An Elusive Quest with Mixed Results","year":2014,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001322808,0.0001022956,0.0001100085,0.0000365964,0.00004122988,0.00004516441,0.00007582171,0.00004381986,0.00002854319],"category_scores_gemma":[0.00004078639,0.00008254823,0.00001755381,0.0001082786,0.00003541658,0.0001037405,0.000006357148,0.00007425655,0.0001089484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633822,"about_ca_system_score_gemma":0.000004202873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001149644,"about_ca_topic_score_gemma":0.00000807428,"domain_scores_codex":[0.9994424,0.0000200628,0.0001329617,0.0001306049,0.0001014962,0.0001724621],"domain_scores_gemma":[0.9995646,0.00004359228,0.00001972522,0.0002311907,0.00003086778,0.0001100644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003261312,0.0007098272,0.0001737595,0.000962948,0.0002882847,0.00004899687,0.02353038,0.5471804,0.003478876,0.2133431,0.01879414,0.1911632],"study_design_scores_gemma":[0.001504366,0.0003697031,0.00005178632,0.0001053705,0.00003680605,0.00001714442,0.0318381,0.9309031,0.002814955,0.001342648,0.03033133,0.0006847003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005680819,0.00001332436,0.2689786,0.00004473705,0.0001326521,0.00012043,0.000004358292,0.0006999593,0.7294379],"genre_scores_gemma":[0.9712801,0.000004621593,0.02839406,0.000002744368,0.00005748677,0.00001099002,0.00002247894,0.00002826958,0.0001992272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9707121,"threshold_uncertainty_score":0.3366219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005566549228692413,"score_gpt":0.1989888394347728,"score_spread":0.1934222902060804,"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."}}