{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004298902,0.001043679,0.0006511087,0.002334376,0.00465614,0.008192794,0.001522621,0.003425098,0.02299692],"category_scores_gemma":[0.00778532,0.0004620721,0.001166598,0.001171788,0.01633337,0.007511875,0.005853081,0.003348924,0.004013014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004159648,"about_ca_system_score_gemma":0.003019097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439131,"about_ca_topic_score_gemma":0.002274074,"domain_scores_codex":[0.9959807,0.002144287,0.0002438393,0.0007523137,0.0006007299,0.0002780322],"domain_scores_gemma":[0.9953686,0.001834806,0.0005199997,0.0009623316,0.0007785562,0.0005358192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004927801,0.000007857911,0.0001620779,0.00004528993,0.000008684611,0.00004859972,0.0009115629,0.0003136265,0.0000968485,0.9904128,0.002974599,0.005013149],"study_design_scores_gemma":[0.00001425459,0.00001748643,0.0001963705,0.0001005123,0.00001205036,0.0001751788,0.000903283,0.001565371,0.0001971569,0.744481,0.2523221,0.00001524856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01128975,0.005166096,0.246342,0.03981466,0.001792473,0.0004100951,0.0004478947,0.0007775426,0.6939595],"genre_scores_gemma":[0.6867975,0.006890043,0.1280945,0.008859663,0.001553101,0.001447643,0.0009234349,0.000593809,0.1648403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02299692,"threshold_uncertainty_score":0.07693243,"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."}}