{"id":"W4406160055","doi":"10.55016/ojs/ajer.v56i3.55406","title":"56.3 Front & Back Matter","year":2010,"lang":"en","type":"paratext","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":"","keywords":"Front (military); Psychology; Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003623038,0.0002229819,0.0003403267,0.000330965,0.0001385982,0.0001561036,0.0007902043,0.0003414539,0.8183075],"category_scores_gemma":[0.000527914,0.0001813857,0.0002713587,0.0001897752,0.0001763708,0.0001368963,0.00008681847,0.002417408,0.462615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736353,"about_ca_system_score_gemma":0.0006152484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004047863,"about_ca_topic_score_gemma":0.0004190743,"domain_scores_codex":[0.997979,0.00007641554,0.0006419303,0.0001972068,0.0006187119,0.0004867316],"domain_scores_gemma":[0.9944124,0.003972046,0.000110823,0.0004526596,0.0006922216,0.0003598739],"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":[0.00001231805,0.00008899511,0.00005222796,0.0001682421,0.0001114546,5.648595e-8,0.00008104195,0.0003165074,0.000572936,0.0003944265,0.9980254,0.0001764273],"study_design_scores_gemma":[0.0001096617,0.0000330999,0.0001684197,0.0001216205,0.0000251082,0.00003746184,0.00001471573,0.00006661064,0.00005830985,0.0001367608,0.999041,0.0001871891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004618843,0.004239073,0.0000414377,0.01302318,0.002037695,0.0002202485,0.00002735605,4.534822e-7,0.9757917],"genre_scores_gemma":[0.003584954,0.001055199,0.001052776,0.0001491069,0.00359955,0.00004749252,0.0001115831,0.0000773986,0.9903219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3556925,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05907888389582932,"score_gpt":0.3550319752011933,"score_spread":0.295953091305364,"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."}}