{"id":"W4366818436","doi":"10.1109/icsa-c57050.2023.00005","title":"Message from the ICSA 2023 SAIP, NEMI, ECRF, Artifacts, Posters, Journal First, Workshops/Tutorials and Working Sessions Tracks Chairs","year":2023,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","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":[],"consensus_categories":[],"category_scores_codex":[0.005525656,0.001251597,0.001082057,0.0009133219,0.002322652,0.005811802,0.001443658,0.01781858,0.09713323],"category_scores_gemma":[0.02120652,0.0005068535,0.001501382,0.0005230578,0.0009370928,0.002322361,0.00246803,0.01742428,0.08045968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806755,"about_ca_system_score_gemma":0.005516314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00494371,"about_ca_topic_score_gemma":0.007686334,"domain_scores_codex":[0.9967086,0.0003948027,0.0001574198,0.0003161473,0.00199867,0.0004243734],"domain_scores_gemma":[0.9805555,0.003473247,0.0007800718,0.0004965117,0.009735664,0.004959147],"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":[0.00003011911,0.00000688706,0.00002638947,0.00001906387,0.000001719742,0.00001492125,0.000005587821,0.000009711368,0.00006280481,0.0001469947,0.9978871,0.00178861],"study_design_scores_gemma":[0.00004175212,0.0000352768,0.000611882,0.0001050959,0.00001067101,0.00003610324,0.00007356924,0.0001267768,0.0002616655,0.0005844964,0.9980935,0.00001917855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00038406,0.001587167,0.0009496797,0.5959674,0.3849843,0.0001197631,0.001445292,0.000632769,0.01392961],"genre_scores_gemma":[0.00556918,0.001421791,0.001684303,0.6166815,0.1270475,0.0003460412,0.00150544,0.000502084,0.2452423],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09713323,"threshold_uncertainty_score":0.324943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286982127304203,"score_gpt":0.3835570926873894,"score_spread":0.254858879956969,"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."}}