{"id":"W4250327410","doi":"10.7834/phoenix.72.1-2.0170","title":"","year":2018,"lang":"en","type":"article","venue":"Phoenix","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004672661,0.0001949821,0.000183147,0.0001348039,0.0002810322,0.00006650753,0.0004367423,0.0000470497,0.0003469295],"category_scores_gemma":[0.0003021273,0.0001844194,0.00007742191,0.0007050938,0.0004647005,0.0004438344,0.0001525137,0.0001171447,0.0218359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102287,"about_ca_system_score_gemma":0.00003835016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143878,"about_ca_topic_score_gemma":0.0006285058,"domain_scores_codex":[0.9981108,0.00009637387,0.0002433037,0.0004339355,0.0004008044,0.0007147364],"domain_scores_gemma":[0.9985822,0.00005815554,0.00009028976,0.0007555712,0.0002680186,0.0002458067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003423904,0.0001383542,0.05333906,0.000003337755,0.00003423759,0.00001805116,0.008917576,0.000002266884,0.9184693,0.000951856,0.01306881,0.004714829],"study_design_scores_gemma":[0.001563283,0.0003916688,0.1790417,0.00001181325,0.00002580614,0.00006325161,0.0001841031,0.000311905,0.7275872,0.002728656,0.08772951,0.0003610631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905167,0.00002571725,0.000253732,0.0003042356,0.0002955297,0.0001846218,0.00002240058,0.000885234,0.007511778],"genre_scores_gemma":[0.996303,5.937238e-7,0.00161586,0.0008336565,0.0009915482,0.00003176381,0.000005901792,0.0001056371,0.0001120835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190882,"threshold_uncertainty_score":0.9789257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254343661420741,"score_gpt":0.2857049400558644,"score_spread":0.263161503441657,"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."}}