{"id":"W7096181232","doi":"","title":"2 | � Fourth Quarter 2013 (President’s Message continued from page 1)","year":2013,"lang":"en","type":"article","venue":"","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Reprint; Energy (signal processing); Citation; Quarter (Canadian coin); Publishing; Professional association","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":["insufficient_payload"],"category_scores_codex":[0.0006632811,0.00008589334,0.0001115422,0.00007342555,0.0003282371,0.0001951042,0.000308039,0.0000921394,0.03398143],"category_scores_gemma":[0.0004541363,0.000077998,0.0000399866,0.0002949568,0.0001565006,0.000512718,0.00002867247,0.0001108049,0.002132433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006853526,"about_ca_system_score_gemma":0.0001434161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04337738,"about_ca_topic_score_gemma":0.002749973,"domain_scores_codex":[0.9986197,0.0003379677,0.000233409,0.0001966828,0.0003540551,0.0002581493],"domain_scores_gemma":[0.9987162,0.0005569863,0.00008639259,0.0002437909,0.0003191631,0.00007742452],"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":[0.000001416612,0.00005924452,0.007184072,0.000001165534,0.00001973656,4.11258e-7,0.007878062,9.1355e-7,0.0006644462,0.1273046,0.8531138,0.003772186],"study_design_scores_gemma":[0.0004399501,0.00001957654,0.1917894,0.00002091205,0.00001806749,2.983944e-7,0.03279704,0.00012281,0.0006598959,0.2444497,0.5292783,0.0004040931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2345738,0.00004972635,0.01179219,0.05877799,0.002917201,0.001696957,0.00001156085,0.0002542289,0.6899263],"genre_scores_gemma":[0.7274635,0.00001571317,0.1802595,0.002680512,0.001826427,0.0007892327,0.00002258522,0.00002027544,0.08692233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.603004,"threshold_uncertainty_score":0.9986445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026130278569019,"score_gpt":0.354540371951205,"score_spread":0.3242790691655148,"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."}}