{"id":"W4240159411","doi":"10.1109/mcomstd.2018.8515139","title":"\"Just Wait a Year or Two\"","year":2018,"lang":"en","type":"article","venue":"IEEE Communications Standards Magazine","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001877361,0.0000944537,0.000118416,0.00009041301,0.001378073,0.0001652858,0.001104952,0.00006390693,0.003795206],"category_scores_gemma":[0.001309654,0.0000854603,0.00004460925,0.0005827023,0.001268968,0.0004181318,0.00008329872,0.0002214216,0.001076635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218367,"about_ca_system_score_gemma":0.001456238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705109,"about_ca_topic_score_gemma":0.02424735,"domain_scores_codex":[0.9983224,0.0005037816,0.000208237,0.0001615114,0.0005408646,0.0002632246],"domain_scores_gemma":[0.9969387,0.0007883757,0.0001228215,0.001092888,0.0009243397,0.0001328623],"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":[0.0002939511,0.0005004809,0.002607514,0.00002196587,0.0001021134,0.000002418641,0.07426337,0.000001866771,0.0004124193,0.4134307,0.4873355,0.02102767],"study_design_scores_gemma":[0.0002566942,0.00006361244,0.0004327536,0.00002435366,0.00002533586,0.000001823747,0.008988635,0.00001713722,0.000048385,0.001826569,0.9881877,0.0001269994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006498122,0.0004506678,0.000579881,0.07844323,0.0007974612,0.0002881941,0.0001712963,0.000177866,0.9125933],"genre_scores_gemma":[0.9577696,0.0009094847,0.009704497,0.0008944105,0.001022543,0.00004111515,0.00002257439,0.00001822338,0.02961751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9512715,"threshold_uncertainty_score":0.999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677968832938782,"score_gpt":0.4711389357934269,"score_spread":0.3033420524995488,"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."}}