{"id":"W4248401076","doi":"10.15353/cjo.v82i3.1939","title":"Editorial Fra Vol 82 No 3","year":2020,"lang":"da","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Resilience and Mental Health","field":"Psychology","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":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003788396,0.001359551,0.003001072,0.009584309,0.001103901,0.001030844,0.004207593,0.001729032,0.01524822],"category_scores_gemma":[0.003965876,0.001392415,0.001712989,0.007017269,0.001153762,0.001787228,0.00007161447,0.006434213,0.002056846],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004401298,"about_ca_system_score_gemma":0.04049184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812471,"about_ca_topic_score_gemma":0.003344949,"domain_scores_codex":[0.986691,0.000977918,0.004893027,0.0009317425,0.00250081,0.004005506],"domain_scores_gemma":[0.9588124,0.0006132767,0.005554989,0.0008785625,0.005328381,0.02881237],"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":[0.0004536801,0.0000852892,0.4308586,0.0002597184,0.0008106914,0.004510002,0.003106969,0.00008569716,0.0001038491,0.000007679632,0.5569253,0.002792492],"study_design_scores_gemma":[0.006386166,0.004459762,0.2402353,0.001445512,0.0006678294,0.004681394,0.005004726,0.00004872137,0.0001938684,0.000006198336,0.7353926,0.001477871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926258,0.01678093,0.0003793882,0.008506045,0.2737776,0.0005896509,0.001076519,0.00001177415,0.006252358],"genre_scores_gemma":[0.8321786,0.0008039757,0.0008396644,0.004518628,0.1602841,0.00000294098,0.00002046091,0.0002259927,0.001125585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906233,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869969975966846,"score_gpt":0.3708859292524768,"score_spread":0.3521862294928083,"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."}}