{"id":"W7092191401","doi":"10.1145/3715070.3748276","title":"Social Agentics","year":2025,"lang":"","type":"article","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Situated; Computer-supported cooperative work; Context (archaeology); Generative grammar; Focus (optics); Natural (archaeology); Value (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001048288,0.0001680616,0.0002865343,0.000122788,0.000252686,0.00005748012,0.0001279721,0.0002155929,0.004931217],"category_scores_gemma":[0.00007568354,0.0001631345,0.0001859041,0.0003385362,0.0001365421,0.00004846796,0.0001035414,0.0002726161,0.0005434919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007673982,"about_ca_system_score_gemma":0.0003614066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002181531,"about_ca_topic_score_gemma":0.000008338848,"domain_scores_codex":[0.9987968,0.0000394992,0.0003123567,0.0002473644,0.0001957326,0.0004082909],"domain_scores_gemma":[0.9994719,0.00003784689,0.00004199731,0.0002199842,0.0001012298,0.0001270554],"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":[0.0002298579,0.0003185849,0.0251477,0.0007791063,0.0006110506,0.0001587407,0.001004648,9.91602e-8,0.0007323587,0.1413893,0.5672058,0.2624227],"study_design_scores_gemma":[0.005522853,0.0002672521,0.1039381,0.000491026,0.001226275,0.00001461877,0.001305012,0.0007413402,0.00691775,0.007921992,0.8711883,0.0004654443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04104923,0.002970983,0.002262475,0.01487743,0.002524651,0.0003221677,0.00001204736,0.00009932196,0.9358817],"genre_scores_gemma":[0.8084454,0.0005282309,0.00009320783,0.004148846,0.0006550928,0.00000521474,0.00001170101,0.000008586802,0.1861037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7673962,"threshold_uncertainty_score":0.9959784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619172590345043,"score_gpt":0.3278718269986343,"score_spread":0.3116801010951838,"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."}}