{"id":"W4399797861","doi":"10.55016/ojs/ajer.v58i3.55638","title":"58.3 Front Matter","year":2012,"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":"University of Alberta","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; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009088597,0.001977813,0.001224375,0.00186591,0.001995151,0.004664503,0.000872026,0.00433343,0.9614114],"category_scores_gemma":[0.00179807,0.0005154506,0.0009514036,0.001153453,0.001461623,0.002326153,0.002162325,0.002021113,0.9507023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007906058,"about_ca_system_score_gemma":0.0009093168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936575,"about_ca_topic_score_gemma":0.001790781,"domain_scores_codex":[0.9991962,0.00004953588,0.00004255815,0.0003187058,0.0001989181,0.0001941014],"domain_scores_gemma":[0.998779,0.0003435551,0.00007551043,0.0000964671,0.0002656409,0.0004398472],"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":[0.0004481252,0.00053686,0.002646305,0.0008189253,0.00004598679,0.000660366,0.0002834592,0.0002173272,0.004780007,0.008801837,0.4775182,0.5032425],"study_design_scores_gemma":[0.00005026386,0.0001220259,0.00285182,0.0004826615,0.00002136831,0.0007898078,0.0002652955,0.0002068606,0.000555245,0.001147325,0.9934884,0.00001890685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002108202,0.001328724,0.0005315141,0.002427806,0.001784109,0.00005996678,0.001174837,0.0009015731,0.9896833],"genre_scores_gemma":[0.005632298,0.001057396,0.0004670183,0.001310747,0.0006796501,0.00002773103,0.0006179279,0.0002646784,0.9899426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03858858,"threshold_uncertainty_score":0.05504191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473269803725134,"score_gpt":0.3708363691844736,"score_spread":0.3261036711472223,"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."}}