{"id":"W4378087002","doi":"10.22215/cjcr.v9i1.4042","title":"From the Editor","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Children s Rights / Revue canadienne des droits des enfants","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004018685,0.0002284045,0.0004264276,0.0005599901,0.002252007,0.0004147687,0.002356493,0.00006460073,0.008369379],"category_scores_gemma":[0.0008989181,0.0001501127,0.0002494917,0.001075667,0.000468993,0.00061949,0.00007351256,0.0006303473,0.00007108117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164555,"about_ca_system_score_gemma":0.001947261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1053877,"about_ca_topic_score_gemma":0.7800083,"domain_scores_codex":[0.996428,0.0005427563,0.001050158,0.0003615555,0.0008631898,0.0007543294],"domain_scores_gemma":[0.9956502,0.000693255,0.000721979,0.0007018756,0.0007784601,0.001454183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001412715,0.0001041642,0.4304316,0.000008514374,0.0006526186,0.0008541687,0.07476589,0.007269007,0.00007802206,0.01578864,0.3197405,0.1501656],"study_design_scores_gemma":[0.0007886062,0.0002925525,0.248206,0.00006438779,0.00007452178,0.001066107,0.001504611,0.0004161803,0.00005883943,0.1129442,0.6342473,0.0003366493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877551,0.0007620789,0.00008116008,0.001455481,0.006369159,0.0002098834,0.000453139,0.000006703259,0.002907292],"genre_scores_gemma":[0.9921833,0.0000134636,0.0002780641,0.0006923082,0.00443259,0.000009150624,0.00002936526,0.00002189777,0.00233992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6746205,"threshold_uncertainty_score":0.9990469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295051152220748,"score_gpt":0.3238324249714331,"score_spread":0.2808819134492256,"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."}}