{"id":"W4241139670","doi":"10.21814/eps.1.1.47","title":"INTRODUCTORY NOTE","year":2018,"lang":"en","type":"article","venue":"Ethics Politics & Society","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for International Peace and Security","funders":"","keywords":"Politics; Democracy; Subject (documents); Section (typography); Sociology; Normative; Economic Justice; Political philosophy; Law; Political science; Library science; Computer science","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003548156,0.0001609206,0.0001812598,0.00002305019,0.00251264,0.0001079222,0.0004600095,0.00093684,0.0002876424],"category_scores_gemma":[0.004258759,0.0001704562,0.0002431827,0.0002638959,0.006264243,0.0001882136,0.0001259795,0.002143161,0.0005659275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806316,"about_ca_system_score_gemma":0.001764176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298668,"about_ca_topic_score_gemma":0.0004400264,"domain_scores_codex":[0.9969902,0.0004732247,0.0002614034,0.000335157,0.0009156533,0.001024359],"domain_scores_gemma":[0.9967603,0.001549218,0.00006530007,0.0004015311,0.0007380954,0.0004855432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001191104,0.00002976191,0.00003838844,0.00001806227,0.00001541554,6.460918e-7,0.1328923,1.972706e-7,0.00005446095,0.8540326,0.01286448,0.00005239811],"study_design_scores_gemma":[0.00008641285,0.00002941806,0.000119271,0.00001243316,0.00001684538,4.694326e-7,0.003427272,0.00002227469,0.0002765258,0.5693533,0.4264939,0.0001618415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01735164,0.0002252852,0.002316617,0.2842419,0.003982821,0.0002575796,0.00006416267,0.0005172255,0.6910428],"genre_scores_gemma":[0.9448403,0.0002190994,0.002735842,0.03470135,0.01378227,0.0000046883,0.000005839646,0.00002570368,0.003684962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9274886,"threshold_uncertainty_score":0.998786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138217823640155,"score_gpt":0.4115862232957984,"score_spread":0.3202040450593969,"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."}}