{"id":"W4399831594","doi":"10.55016/ojs/ajer.v58i4.55705","title":"58.4 Front Matter","year":2013,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University; University of Toronto; Charles Sturt University; Social Sciences and Humanities Research Council of Canada; Acadia University; University of Alberta; Louisiana Tech University; Mount Saint Vincent University; Nipissing University","keywords":"Front (military); Psychology; Mathematics education; 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":[0.0001739057,0.00006896241,0.000116666,0.0001402332,0.0001004111,0.00008993242,0.0003441797,0.00003100842,0.3403461],"category_scores_gemma":[0.0003078152,0.00004890217,0.00007514648,0.0001147188,0.0001441379,0.000251101,0.00007483733,0.0003860481,0.01651233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003343183,"about_ca_system_score_gemma":0.0002162308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032387,"about_ca_topic_score_gemma":0.000007128433,"domain_scores_codex":[0.9990361,0.00003907153,0.0002470008,0.00009354128,0.0003106562,0.0002735994],"domain_scores_gemma":[0.9961277,0.003044405,0.00007621005,0.0001441699,0.0004891188,0.0001183476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001136238,0.0005145046,0.2931705,0.00001073309,0.0001032096,1.454317e-7,0.0001773034,0.00001202215,0.002204126,0.08122823,0.618731,0.003836861],"study_design_scores_gemma":[0.001198303,0.0005451674,0.4485841,0.0002278151,0.00005793417,0.00004908584,0.005333547,0.0001770733,0.005806648,0.3212471,0.2161777,0.000595495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6876065,0.00007028885,0.00002717777,0.03753157,0.000129458,0.00007953199,0.000001274301,3.05964e-7,0.274554],"genre_scores_gemma":[0.867226,0.000003184914,0.0008809679,0.0000654333,0.0004817226,0.00001783716,0.000002298267,0.000007204354,0.1313153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025533,"threshold_uncertainty_score":0.9842534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042878276520103,"score_gpt":0.3427239005436076,"score_spread":0.3122951177784066,"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."}}