{"id":"W2789082570","doi":"10.1146/annurev-polisci-090617-115035","title":"Politics and Political Science","year":2018,"lang":"en","type":"article","venue":"Annual Review of Political Science","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Food Inspection Agency","keywords":"Politics; Dilemma; Political science; Work (physics); Sociology; Environmental ethics; Public relations; Political economy; Law; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005024262,0.0001813129,0.0003917031,0.000154179,0.001164112,0.0001146257,0.001268448,0.00007480119,0.0002120906],"category_scores_gemma":[0.02178251,0.0001520359,0.00008076996,0.001809699,0.03305156,0.0009704163,0.0004456888,0.0001889243,0.0001133389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008132177,"about_ca_system_score_gemma":0.00355318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433237,"about_ca_topic_score_gemma":0.0001859648,"domain_scores_codex":[0.9929529,0.0001205349,0.0005045528,0.0005831362,0.00205219,0.003786723],"domain_scores_gemma":[0.9941406,0.0004091372,0.0001038466,0.0004505011,0.001627319,0.003268647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001341744,0.00003324898,0.0006127494,0.0001994423,0.000001369947,0.00000165192,0.0003683144,6.125994e-10,0.0001531753,0.9973959,0.0002082245,0.001024565],"study_design_scores_gemma":[0.000445442,0.0008248433,0.1573405,0.00515553,0.0001120098,0.00004795995,0.003737007,0.00004410151,0.01081703,0.3143858,0.5059581,0.001131644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1108519,0.003101619,0.0001467343,0.06761531,0.000679045,0.0006067796,0.0001637495,0.0001153635,0.8167195],"genre_scores_gemma":[0.9846653,0.0007487685,0.00050752,0.01246146,0.0005127493,0.000005640618,3.956701e-7,0.00000772765,0.001090388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8738135,"threshold_uncertainty_score":0.9922313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751877472987436,"score_gpt":0.4031780358313584,"score_spread":0.375659261101484,"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."}}