{"id":"W4399658206","doi":"10.55016/ojs/ajer.v59i4.55950","title":"59.4 Front Matter","year":2014,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Office of International Science and Engineering; Hong Kong Institute of Education; University of Crete; Social Sciences and Humanities Research Council of Canada; University of Toronto; Brock University; Acadia University; Concordia University; Mount Saint Vincent University; University of Wollongong; George Mason University; University of Alberta; Nipissing University; University of Southern Queensland; University of Regina; University of Windsor","keywords":"Front (military); Mathematics education; Psychology; Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0005857676,0.00006171952,0.0001218441,0.0002029532,0.0001160928,0.00003517578,0.0003073605,0.00003195522,0.1121282],"category_scores_gemma":[0.0005681095,0.00005015922,0.00007075676,0.0001249367,0.00009460431,0.0001341364,0.00004237793,0.0004166193,0.005866505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002909951,"about_ca_system_score_gemma":0.0002155292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789531,"about_ca_topic_score_gemma":0.00006765837,"domain_scores_codex":[0.9990629,0.0001276832,0.0002295792,0.0001007345,0.0002472323,0.000231874],"domain_scores_gemma":[0.9945444,0.004741399,0.00007636385,0.0001737838,0.000368737,0.0000952898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004977073,0.0001929278,0.8382219,0.00000600627,0.00006940249,4.6252e-8,0.0003508852,0.000005423653,0.0006990522,0.09711666,0.06172105,0.001611653],"study_design_scores_gemma":[0.001658859,0.0005543793,0.1029643,0.0002259111,0.00007521878,0.0001477169,0.01226291,0.0001170369,0.006862168,0.1194461,0.7551557,0.0005296822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009347,0.00005546635,0.00002925555,0.01584238,0.0002420902,0.00002962492,5.425883e-7,2.329901e-7,0.1828657],"genre_scores_gemma":[0.9631485,0.0000014298,0.000289463,0.00009114442,0.001059935,0.000005334686,0.000003534989,0.000009704323,0.03539091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352577,"threshold_uncertainty_score":0.9949076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290157024215176,"score_gpt":0.3661551894533184,"score_spread":0.3232536192111667,"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."}}