{"id":"W7083696938","doi":"10.5281/zenodo.17224748","title":"Deliverable 5.4 Intermediary report on synergies and collaboration","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Deliverable; Globe; Work (physics); Multitude; Session (web analytics); Working group; Value (mathematics); Joint (building)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009861378,0.002033341,0.0008962734,0.003603933,0.002892414,0.01350145,0.003428701,0.003004924,0.4020615],"category_scores_gemma":[0.03255296,0.001104724,0.001592604,0.003841323,0.001072045,0.009979622,0.01073831,0.003679614,0.2281748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006811531,"about_ca_system_score_gemma":0.01041818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161258,"about_ca_topic_score_gemma":0.0123269,"domain_scores_codex":[0.98992,0.001717772,0.000544618,0.0007411764,0.005929527,0.001146947],"domain_scores_gemma":[0.9857277,0.002842899,0.0006726891,0.002328202,0.007194124,0.001234371],"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":[0.0001082006,0.00007546578,0.000305019,0.001221339,0.00001990139,0.000309632,0.001390154,0.0006069322,0.001583714,0.03662201,0.8615243,0.09623326],"study_design_scores_gemma":[0.00001174575,0.00002379987,0.0002270637,0.0003281246,0.000005961303,0.00006764232,0.0003541952,0.00007948837,0.0005560952,0.00396183,0.9943585,0.00002552092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002800505,0.002868094,0.07155504,0.01389399,0.00816239,0.003583475,0.09003855,0.02043133,0.7866666],"genre_scores_gemma":[0.02196322,0.004522293,0.05570757,0.003165239,0.001102506,0.005292658,0.1218631,0.01643357,0.7699499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4020615,"threshold_uncertainty_score":0.8528867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001010436623204,"score_gpt":0.3529345018603669,"score_spread":0.3129243974941349,"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."}}