{"id":"W7084083986","doi":"10.6084/m9.figshare.30122806.v1","title":"uOttawa Honours project poster 2019","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Exposition (narrative); Context (archaeology); Work (physics); Perspective (graphical)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000009324383,0.0002726295,0.0002365389,0.0004926532,0.0000152334,0.00003824296,0.0005936675,0.0004871016,0.3033098],"category_scores_gemma":[0.000225255,0.0002681893,0.00006629581,0.0002638601,0.000006903074,0.00004280128,0.0002605957,0.0005217005,0.01096989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009448422,"about_ca_system_score_gemma":0.00006731683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000959623,"about_ca_topic_score_gemma":0.00002292643,"domain_scores_codex":[0.9990718,0.000009008582,0.0001089938,0.0002659374,0.0001632274,0.0003810464],"domain_scores_gemma":[0.999275,0.00004289261,0.00003002729,0.0005982631,0.00002759982,0.00002621747],"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":[5.650288e-7,0.000003277499,0.000001533232,0.0005655012,0.00003957764,0.00002191013,0.000002500577,0.00002671539,0.000006063819,0.000001587952,0.9870938,0.01223696],"study_design_scores_gemma":[0.00008124264,0.00001111797,0.00001744677,0.002750362,0.000003034063,0.000002118736,0.000004919477,0.00005775899,0.0003286764,0.0000104108,0.996465,0.0002678582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.023663e-7,0.001706288,0.00001117652,0.00003134776,0.000109438,0.0004426033,0.305091,0.002588175,0.6900199],"genre_scores_gemma":[0.00001897643,0.00008304308,0.0003399763,0.00005026101,0.0001537517,0.0003955101,0.08362222,0.000553544,0.9147827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2923399,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407492177449496,"score_gpt":0.2880053441032447,"score_spread":0.2639304223287498,"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."}}