{"id":"W4389466490","doi":"10.55016/ojs/ajer.v59i1.55774","title":"59.1 Front Matter","year":2013,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Front (military); Psychology; Mathematics education; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001683331,0.00006111892,0.00009035189,0.0001147423,0.00007473923,0.00007371145,0.000261446,0.00003664101,0.2533153],"category_scores_gemma":[0.0004007418,0.00004652958,0.00004712001,0.0001123654,0.00006522964,0.0001949182,0.00002711258,0.0003156011,0.02473572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007139402,"about_ca_system_score_gemma":0.00009018935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003901451,"about_ca_topic_score_gemma":0.00003865537,"domain_scores_codex":[0.9991248,0.00003015243,0.0002623256,0.00006555261,0.0002823106,0.0002348759],"domain_scores_gemma":[0.9972076,0.002084274,0.00002356245,0.0001463175,0.0003574507,0.000180818],"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":[0.000005033937,0.0001049294,0.005277925,0.00003988868,0.00004058152,7.799388e-8,0.0001877247,0.0005072309,0.002967605,0.007814264,0.9817789,0.001275849],"study_design_scores_gemma":[0.0003681969,0.0001640545,0.09742203,0.00009416814,0.00002022577,0.00009034407,0.0003547664,0.005678759,0.001003352,0.008585815,0.8859177,0.0003006125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.421823,0.0007795765,0.00004294883,0.03015186,0.000197025,0.0001579024,9.431648e-7,8.611278e-7,0.5468459],"genre_scores_gemma":[0.8560396,0.00008207463,0.0006766239,0.0001581429,0.0004669721,0.00004984425,0.000002443387,0.00001754181,0.1425068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4342166,"threshold_uncertainty_score":0.9760236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849686641054258,"score_gpt":0.3159110977945558,"score_spread":0.2774142313840132,"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."}}