{"id":"W7117554722","doi":"10.1145/3785000","title":"Editors' Welcome","year":2025,"lang":"en","type":"article","venue":"ACM Inroads","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":[0.00006772063,0.00004514746,0.00004793622,0.00006330484,0.00004023879,0.00005173419,0.0007292645,0.00002333131,0.000007810716],"category_scores_gemma":[0.0001170224,0.00004207228,0.00002120806,0.0002324142,0.000006645897,0.0001109801,0.000236728,0.00005722686,0.00005415887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002011593,"about_ca_system_score_gemma":0.00004859626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008628638,"about_ca_topic_score_gemma":4.816066e-7,"domain_scores_codex":[0.9996357,0.000003976636,0.00006812759,0.0001079193,0.00008160813,0.0001026982],"domain_scores_gemma":[0.9994003,0.00007845508,0.000008717945,0.0004558035,0.00002882629,0.00002793087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.164554e-7,0.00004896384,0.009453086,0.00001372843,0.00002342277,0.000001999326,0.0001563139,0.002343768,0.0003240537,0.7964143,0.1778484,0.01337167],"study_design_scores_gemma":[0.0002578434,0.00002696183,0.2044315,0.00005062071,0.000006995814,0.000003109888,0.00002290234,0.06635568,0.001345516,0.109176,0.618008,0.0003148468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01161628,0.0001511148,0.9120936,0.02757877,0.02362379,0.00005954483,4.153742e-7,0.0002330853,0.02464337],"genre_scores_gemma":[0.8695866,0.000007152031,0.1256508,0.000904826,0.001007635,0.00001192233,0.000001368885,0.000004189864,0.002825468],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8579704,"threshold_uncertainty_score":0.1715658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037568705181181,"score_gpt":0.2592510155966373,"score_spread":0.2488753285448255,"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."}}