{"id":"W7026896315","doi":"","title":"Canadian Student Scientist Wins Prestigious Award at International Competition - Technology Today","year":2015,"lang":"en","type":"other","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Government (linguistics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004384899,0.001675942,0.00137518,0.005618486,0.006651892,0.01480495,0.002990757,0.004506983,0.417522],"category_scores_gemma":[0.01325408,0.0006065244,0.0009795957,0.005148242,0.003464656,0.002603815,0.003584291,0.004027647,0.1608785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03055248,"about_ca_system_score_gemma":0.1198582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.588618,"about_ca_topic_score_gemma":0.8158146,"domain_scores_codex":[0.9947589,0.000156062,0.00008509328,0.0002118635,0.003919302,0.0008686292],"domain_scores_gemma":[0.9745667,0.00105899,0.0003354286,0.0008338235,0.01182224,0.01138286],"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":[0.00002167816,0.00002971637,0.0001868497,0.00006002716,0.000004173209,0.00002329919,0.00003193965,0.0001055195,0.00009625835,0.01717085,0.9484649,0.0338048],"study_design_scores_gemma":[0.00001199283,0.00001112374,0.001036116,0.00006647029,0.000004830591,0.00001671304,0.00008617553,0.0002833123,0.0001877671,0.007036924,0.9912437,0.00001496337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000636783,0.001623622,0.001412399,0.01410451,0.003893238,0.000163192,0.008101371,0.001165616,0.9688993],"genre_scores_gemma":[0.003882517,0.001383538,0.0009018686,0.001057517,0.0004715293,0.00003542674,0.003047021,0.0003821093,0.9888384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.417522,"threshold_uncertainty_score":0.8308341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276786091435879,"score_gpt":0.389693458169062,"score_spread":0.3469255972547032,"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."}}