{"id":"W6962470572","doi":"10.17023/vc7g-jf34","title":"IMS 3rd Quarter 2016","year":2024,"lang":"en","type":"article","venue":"IEEE RESOURCE CENTERS","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Window (computing); Key (lock); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001958998,0.0001549918,0.000241726,0.0002263577,0.00008263922,0.0001469182,0.0002155197,0.00005646729,0.0003102725],"category_scores_gemma":[0.00001832376,0.0001647243,0.0001775574,0.0001523315,0.0001149184,0.0001541971,0.00005789841,0.0001531093,0.005191122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198951,"about_ca_system_score_gemma":0.000007221792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006182743,"about_ca_topic_score_gemma":0.00000293114,"domain_scores_codex":[0.9988564,0.00001057508,0.0002779288,0.0004832296,0.00004485177,0.0003270404],"domain_scores_gemma":[0.9995408,0.0000457618,0.00005846457,0.0002759039,0.00001075032,0.00006830296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005914308,0.0001685411,0.01613912,0.0001560024,0.0008504983,0.0001414526,0.01598443,0.0002938093,0.0001353949,0.09209576,0.8678396,0.006136289],"study_design_scores_gemma":[0.0002812779,0.00004134314,0.001264127,0.00007793009,0.000009801934,0.000006297677,0.001355623,0.001198139,0.00006173803,0.006243626,0.989179,0.0002811429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1557218,0.03012521,0.009742836,0.004809411,0.005656377,0.0003546744,0.0004425922,0.0005353512,0.7926118],"genre_scores_gemma":[0.9884224,0.0004339755,0.0001374163,0.0003385296,0.000319417,0.00001520968,0.000004123228,0.00003866507,0.01029028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8327006,"threshold_uncertainty_score":0.9955835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557763212564718,"score_gpt":0.2310465921864459,"score_spread":0.2054689600607987,"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."}}