{"id":"W4232052389","doi":"10.1080/00253359.2011.10708964","title":"Notes","year":2011,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Eston College","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002724751,0.0001116097,0.00009211243,0.00003914884,0.00007599153,0.00001397622,0.0004122835,0.0000279331,0.003264269],"category_scores_gemma":[0.00007830151,0.00006443405,0.0000546306,0.0001704422,0.0001104263,0.00006549859,0.0002253453,0.0001093056,0.03432464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639506,"about_ca_system_score_gemma":0.00001305671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660271,"about_ca_topic_score_gemma":0.0008679219,"domain_scores_codex":[0.9993038,0.00005875922,0.0001103521,0.00014253,0.0001400992,0.0002444492],"domain_scores_gemma":[0.9992329,0.00005805261,0.00004525124,0.000578754,0.00003505484,0.00004991691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001696619,0.00142166,0.5180283,0.00006722807,0.0006361327,0.00017468,0.03132763,0.000001487501,0.1654711,0.1278854,0.08294372,0.07034601],"study_design_scores_gemma":[0.0005341995,0.00006320779,0.8767133,0.000006960673,0.00007819511,0.00003309389,0.0001074402,0.00008761303,0.02225803,0.009725939,0.09008106,0.0003109948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7214981,0.00003165778,0.00001698963,0.0004363727,0.0001837006,0.0001858831,0.000009104447,0.0002940909,0.2773441],"genre_scores_gemma":[0.9888647,0.000001049576,0.002065798,0.0002781331,0.00003244738,0.00002440468,0.000003462644,0.00005910751,0.00867094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3586849,"threshold_uncertainty_score":0.9976469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302599361796868,"score_gpt":0.2563021947816331,"score_spread":0.1260422586019463,"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."}}