{"id":"W7065935321","doi":"","title":"Feature Story: Students’ research videos featured in national competition","year":2015,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Demotion; Fusible alloy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953249,0.0001419121,0.0002381145,0.0005347566,0.0000982711,0.00002691716,0.0003334105,0.0001788392,0.0004771884],"category_scores_gemma":[0.00002279493,0.0001757393,0.00006998584,0.0003382514,0.0001287279,0.00009790979,0.0001209866,0.0006533446,0.0003595217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103146,"about_ca_system_score_gemma":0.0002661159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209526,"about_ca_topic_score_gemma":0.002185582,"domain_scores_codex":[0.9987305,0.0001407067,0.000007617366,0.0002515634,0.000669752,0.000199834],"domain_scores_gemma":[0.9991094,0.0001064596,0.0001433385,0.0002034718,0.0003472424,0.00009005282],"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":[0.0000216905,0.00007596054,0.001945354,0.00002425724,0.00006515404,0.0000148972,0.00008499908,0.00002860367,0.000006420991,0.007373808,0.9902899,0.00006889974],"study_design_scores_gemma":[0.0007833952,0.00004753608,0.0003638463,0.0003570539,0.0000218887,7.762461e-7,0.003661318,0.00001972152,0.00000379904,0.00004728458,0.9945441,0.0001492857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001783357,0.00008391287,0.0003024106,0.4627514,0.0004853239,0.0004789451,0.0007784457,0.00005391293,0.5332823],"genre_scores_gemma":[0.001693733,0.00002707532,0.0006714108,0.00000625382,0.0002354574,9.405105e-7,0.0003650172,0.00005820986,0.9969419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4636596,"threshold_uncertainty_score":0.7166441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309688611193027,"score_gpt":0.2890023991269147,"score_spread":0.2659055130149844,"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."}}