{"id":"W2554222064","doi":"10.1002/tl.20180","title":"Editor's Notes","year":2016,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001051791,0.00005038628,0.00006119733,0.00007218536,0.002646564,0.00008813854,0.00005545285,0.00003819912,0.00004755022],"category_scores_gemma":[0.002617888,0.00003913548,0.00003732167,0.00005483413,0.00005010793,0.0001769304,0.00002111741,0.0001737862,0.00001711422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000320017,"about_ca_system_score_gemma":0.00002051938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409105,"about_ca_topic_score_gemma":0.0006288013,"domain_scores_codex":[0.9993884,0.0001612726,0.00006505641,0.0001367116,0.00007649025,0.0001720525],"domain_scores_gemma":[0.9990845,0.0007563701,0.00002893834,0.00004284019,0.00001807074,0.00006929054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000365764,0.000008729538,0.007185512,0.000003903286,0.00001203755,9.918065e-8,0.01116139,0.000004052446,0.0001845026,0.01350978,0.01300739,0.9549189],"study_design_scores_gemma":[0.0001627485,0.00001900951,0.0006796733,0.0000322288,0.00001148242,1.16396e-7,0.0022152,0.00004589102,0.00001075457,0.0006910564,0.9960608,0.00007098466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1795797,0.0009920197,0.1729286,0.01697913,0.01423104,0.0006022931,0.000002164796,0.001886598,0.6127985],"genre_scores_gemma":[0.8304868,0.00006575635,0.001957643,0.00002354196,0.008169556,0.00001177493,7.696765e-7,0.00001072264,0.1592735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9830534,"threshold_uncertainty_score":0.9986519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973624265044651,"score_gpt":0.3115829602213734,"score_spread":0.2918467175709269,"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."}}