{"id":"W4242528249","doi":"10.1109/tac.2018.2826281","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005773996,0.001056064,0.0008303655,0.001604218,0.0006099676,0.002187153,0.0009663642,0.001253299,0.07358474],"category_scores_gemma":[0.001777956,0.0002760742,0.0004455819,0.001574013,0.000510664,0.001399957,0.0009433752,0.0009695626,0.02361634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231727,"about_ca_system_score_gemma":0.0009644322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682079,"about_ca_topic_score_gemma":0.005424296,"domain_scores_codex":[0.9994512,0.00006931808,0.00003894708,0.00006287308,0.0003262782,0.0000512556],"domain_scores_gemma":[0.9987986,0.000121426,0.00003724773,0.0002555118,0.0007088045,0.00007838477],"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":[0.0001623484,0.0001118772,0.0004735588,0.0003855369,0.00006766459,0.0002381133,0.00007977089,0.002761229,0.01413007,0.02006583,0.2428127,0.7187113],"study_design_scores_gemma":[0.000027976,0.0001484669,0.002146404,0.000184789,0.0001092709,0.0006283968,0.000252633,0.03036895,0.01434802,0.02332228,0.9284089,0.00005387266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02261361,0.06150581,0.3801046,0.008799113,0.04463993,0.0005392847,0.003441993,0.005511881,0.4728437],"genre_scores_gemma":[0.1461574,0.03533703,0.1062733,0.001857388,0.005571029,0.0002474522,0.005720909,0.0006812868,0.6981542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9264153,"threshold_uncertainty_score":0.2461655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375362871846229,"score_gpt":0.3074990441017817,"score_spread":0.2837454153833195,"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."}}