{"id":"W44030204","doi":"","title":"Toronto Star Features ICAR PhD Student Khadija Ali","year":2007,"lang":"en","type":"article","venue":"","topic":"Gait Recognition and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Star (game theory); Physics; Astrophysics","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":[0.0006207038,0.001283609,0.001059893,0.002509417,0.0009590468,0.001918259,0.0008480367,0.00109493,0.07844069],"category_scores_gemma":[0.001471443,0.0004948541,0.000590216,0.002045896,0.0003053522,0.001027101,0.001196049,0.0009017199,0.07389759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546221,"about_ca_system_score_gemma":0.001525298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02548336,"about_ca_topic_score_gemma":0.05517237,"domain_scores_codex":[0.9994003,0.00002357072,0.00002225894,0.0001706209,0.0003170358,0.00006625151],"domain_scores_gemma":[0.9984254,0.00007646406,0.00004482475,0.0002355212,0.001038332,0.0001793991],"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":[0.0001874467,0.00003799039,0.00176536,0.00007521603,0.00002104092,0.0001426266,0.00004277391,0.001492136,0.01091167,0.001624598,0.4540994,0.5295997],"study_design_scores_gemma":[0.00005636882,0.0001442047,0.02210509,0.00006130963,0.00007191012,0.0007994433,0.0001964951,0.05952923,0.02986568,0.002351539,0.8847468,0.0000720145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04704737,0.007159126,0.4338283,0.01073144,0.00976963,0.0006238453,0.04639293,0.07054771,0.3738996],"genre_scores_gemma":[0.1261765,0.003589616,0.09501398,0.0007692403,0.002354544,0.0002074339,0.04846799,0.003967551,0.7194532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9215593,"threshold_uncertainty_score":0.2624103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009033150916876238,"score_gpt":0.2462860059352742,"score_spread":0.237252855018398,"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."}}