{"id":"W4309264030","doi":"10.33682/bch2-xsuh","title":"Journal on Education in Emergencies: Volume 8, Number 3 (Complete)","year":2022,"lang":"en","type":"paratext","venue":"Journal on Education in Emergencies","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Porticus Foundation; University of East Anglia; Bill and Melinda Gates Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004173273,0.0009904263,0.001188287,0.003492032,0.002565013,0.01080569,0.001310307,0.003097308,0.1007531],"category_scores_gemma":[0.01873076,0.0005234101,0.0007801876,0.003316728,0.001967502,0.005474662,0.004245994,0.004708753,0.03592194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161385,"about_ca_system_score_gemma":0.007574441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561872,"about_ca_topic_score_gemma":0.004408217,"domain_scores_codex":[0.9966427,0.0006866531,0.0003546486,0.0002512124,0.001718776,0.000345999],"domain_scores_gemma":[0.9801485,0.005436149,0.0009361922,0.001065291,0.007085533,0.005328304],"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":[0.00001648949,0.00005245395,0.0002302954,0.0005523115,0.000006504735,0.00004191356,0.0001559787,0.00002082182,0.00010077,0.001706931,0.9536424,0.04347304],"study_design_scores_gemma":[0.000005459638,0.00002262629,0.000977189,0.0009512083,0.000004401991,0.00009878723,0.0002823221,0.00001554742,0.00003942833,0.000762273,0.9968337,0.000007038549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001375631,0.09777511,0.001085105,0.1262722,0.6324096,0.0001811207,0.0009147532,0.0003270649,0.1396593],"genre_scores_gemma":[0.01871289,0.1973525,0.0026016,0.07530987,0.4508279,0.000293583,0.001522481,0.001032778,0.2523464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1007531,"threshold_uncertainty_score":0.3370528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07601118477369533,"score_gpt":0.4563486132292183,"score_spread":0.3803374284555229,"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."}}