{"id":"W3014407599","doi":"10.1145/3261451","title":"Session details: Photo organization & manipulation","year":2016,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Session (web analytics); Computer science; Computer graphics (images); Computer vision; Artificial intelligence; World Wide Web","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":[0.00009145898,0.0001321901,0.00009098335,0.0002523077,0.0002774445,0.00005952689,0.0004936517,0.00008821032,0.0002345543],"category_scores_gemma":[0.00006584832,0.00009686233,0.00007627389,0.0007728817,0.00003158992,0.0009811815,0.00001175913,0.0001180989,0.0003637988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005610513,"about_ca_system_score_gemma":0.00003032392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450851,"about_ca_topic_score_gemma":0.00003278344,"domain_scores_codex":[0.9990493,0.00006109399,0.0001685654,0.0003133776,0.0002252561,0.0001823793],"domain_scores_gemma":[0.9987652,0.0001577737,0.00007144265,0.0006739561,0.0002695159,0.00006212543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009347577,0.0008268069,0.005976493,0.00003314587,0.0001869983,0.00001160672,0.001689122,0.0002681738,0.8456523,0.06026609,0.002561981,0.0824338],"study_design_scores_gemma":[0.002129363,0.0004274581,0.09229182,0.0003571526,0.00009563475,0.00007839778,0.0001544793,0.00168378,0.8497749,0.03025847,0.021592,0.001156556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03847469,0.000006900153,0.9586971,0.001914176,0.0004603862,0.0001146319,0.000006451397,0.00007190174,0.0002537767],"genre_scores_gemma":[0.9942858,0.00008474118,0.004392803,0.0007790002,0.00002200637,0.00001063527,0.000007538406,0.0000152417,0.0004022712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9558111,"threshold_uncertainty_score":0.4676019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797646052966862,"score_gpt":0.2676261236685784,"score_spread":0.2396496631389097,"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."}}