{"id":"W4254619394","doi":"10.1080/08865655.2019.1649025","title":"Note","year":2019,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","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":[0.0006591515,0.0001339733,0.0004909403,0.0001994209,0.00006137368,0.00002131574,0.0001751935,0.00003436815,0.00009528951],"category_scores_gemma":[0.0003181444,0.00008987801,0.0001580708,0.000227286,0.00005319924,0.0002312375,0.0000689617,0.0002283056,0.001152544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009034565,"about_ca_system_score_gemma":0.00006592468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002904491,"about_ca_topic_score_gemma":0.00001585451,"domain_scores_codex":[0.9987414,0.0000480663,0.0004604775,0.00009070116,0.0004410234,0.0002183287],"domain_scores_gemma":[0.9984286,0.0001801282,0.0005138694,0.0001517816,0.0006658456,0.00005973318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00165205,0.0005763618,0.5172064,0.0003201012,0.004477812,0.0004239352,0.01913814,0.001420403,0.03149421,0.001591404,0.4075189,0.01418028],"study_design_scores_gemma":[0.01130796,0.003509343,0.134157,0.0007789245,0.0005759857,0.001062617,0.01188735,0.0002649482,0.003478073,0.005232,0.8268342,0.0009116221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762955,0.009981791,0.00002970383,0.0009309085,0.001221636,0.00008898065,0.000006525887,0.00002394204,0.01142096],"genre_scores_gemma":[0.9965369,0.000703621,0.000882629,0.0001162892,0.0003265436,7.373397e-7,3.066825e-7,0.00003173228,0.001401236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4193153,"threshold_uncertainty_score":0.9996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490175797697005,"score_gpt":0.3279497689423589,"score_spread":0.3030480109653889,"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."}}