{"id":"W4392608412","doi":"10.33137/ijournal.v9i1.42241","title":"Letter from the Editor","year":2023,"lang":"en","type":"letter","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253276,0.0001863709,0.000249667,0.00009677065,0.000308531,0.0004508254,0.004531553,0.0001310532,0.000009470291],"category_scores_gemma":[0.0001646876,0.0000777067,0.0003735406,0.0002744946,0.00005712849,0.0008962762,0.0004261633,0.00190471,0.00004780947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379078,"about_ca_system_score_gemma":0.0001506538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003739574,"about_ca_topic_score_gemma":0.000001982492,"domain_scores_codex":[0.9967984,0.0001065635,0.0009487994,0.00005841143,0.001874762,0.0002130757],"domain_scores_gemma":[0.9967206,0.0004822975,0.001817966,0.0004430288,0.0005002022,0.00003587921],"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":[0.000002413949,0.000006419456,0.00006643243,0.000009622642,0.0001753704,0.000002146268,0.002919764,0.01220055,0.000006444189,0.00009072995,0.9840672,0.0004529362],"study_design_scores_gemma":[0.0002168542,0.00003533436,0.0130546,0.0003142344,0.00007741617,0.00007894969,0.0002766008,0.001265813,0.00004071015,0.001008567,0.9835054,0.0001255097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001489514,0.00009851734,0.02976561,0.950137,0.01822605,0.0001368492,0.00003174108,0.00001151494,0.0001031755],"genre_scores_gemma":[0.01080942,0.0003897324,0.006683977,0.8584586,0.1225748,0.00001066066,0.0000682614,0.00005367336,0.0009508976],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1043488,"threshold_uncertainty_score":0.8420828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947645459273706,"score_gpt":0.2633062774883249,"score_spread":0.2438298228955878,"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."}}