{"id":"W4388901331","doi":"10.22215/cjcr.v10i2.4493","title":"From the Editor","year":2023,"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":"University of Ottawa","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003780268,0.0002422284,0.000443712,0.0007571703,0.001072102,0.0005386525,0.001893996,0.0001237811,0.002066409],"category_scores_gemma":[0.001711546,0.0001478334,0.0002442582,0.001739828,0.0005613193,0.0007605366,0.00003874812,0.0004093822,0.0005116932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054604,"about_ca_system_score_gemma":0.00145631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07780917,"about_ca_topic_score_gemma":0.8401126,"domain_scores_codex":[0.9967288,0.0002973243,0.001052684,0.0003597993,0.0006773578,0.0008840098],"domain_scores_gemma":[0.9950569,0.0009362709,0.0005713389,0.0007011216,0.001046729,0.001687642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908062,0.00003374163,0.3943608,0.00001106943,0.0004955108,0.0007468945,0.04644604,0.001989953,0.0000808777,0.009189712,0.393969,0.1526174],"study_design_scores_gemma":[0.0006168595,0.0001367741,0.5556766,0.0001855718,0.00006107658,0.0003527515,0.0007467747,0.0005921931,0.000104773,0.1296798,0.311546,0.0003007506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989032,0.0003466004,0.00006680689,0.001646898,0.005761793,0.0001894458,0.0002566064,0.00001587772,0.002684029],"genre_scores_gemma":[0.9898129,0.00004316614,0.0002125364,0.0003733563,0.006263271,0.000004320678,0.00003419612,0.00002414697,0.003232115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623035,"threshold_uncertainty_score":0.9988458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549534066654765,"score_gpt":0.3425607816404931,"score_spread":0.2876073749750166,"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."}}