{"id":"W3113652632","doi":"10.1145/3250864","title":"Session details: Technical Session 5: Architecture and Tools","year":2016,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Computer science; Architecture; Computer architecture; Multimedia; World Wide Web; Art; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003044184,0.0001053816,0.000119665,0.00008134124,0.0001498248,0.0003178655,0.0003679035,0.00006636058,0.00005111293],"category_scores_gemma":[0.0001653653,0.00005381787,0.00002771334,0.000131918,0.00004083437,0.001419609,0.0003646022,0.00007749011,0.00003995807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001589984,"about_ca_system_score_gemma":0.00003706649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.25004e-7,"about_ca_topic_score_gemma":6.735493e-7,"domain_scores_codex":[0.9991222,0.00002442123,0.0002648348,0.0001987162,0.0002087703,0.0001810478],"domain_scores_gemma":[0.9992683,0.000177967,0.0001119047,0.0002966195,0.00005695755,0.00008823359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001686427,0.00001753359,0.0001054452,0.00005283431,0.000001936196,0.000001105237,0.0004316429,0.000004109748,0.00518726,0.05155318,0.001136477,0.9415068],"study_design_scores_gemma":[0.004447595,0.0005650755,0.01198096,0.004516179,0.000029662,0.001258147,0.0005198005,0.2338789,0.1469708,0.4915175,0.101523,0.002792414],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01192134,0.00003010227,0.9696984,0.001538345,0.00008008966,0.0000808824,2.602574e-7,0.0003138721,0.01633675],"genre_scores_gemma":[0.7288058,0.00001385254,0.2698252,0.0005888541,0.00004468275,0.000004074576,3.584838e-7,0.000005155925,0.0007119505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9387144,"threshold_uncertainty_score":0.3065185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953860189029241,"score_gpt":0.2571751980024446,"score_spread":0.2376365961121522,"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."}}