{"id":"W4395056934","doi":"10.1515/9780228019749-002","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003382009,0.0008003428,0.0006045238,0.00129892,0.002741532,0.002343348,0.001431955,0.0008694134,0.4182853],"category_scores_gemma":[0.01395944,0.0002789363,0.0003685352,0.0009607839,0.0006598099,0.001495175,0.003368344,0.002436151,0.2026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329575,"about_ca_system_score_gemma":0.00331675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029717,"about_ca_topic_score_gemma":0.02232137,"domain_scores_codex":[0.9981845,0.0006939088,0.0000658589,0.0002073656,0.0006804166,0.0001680509],"domain_scores_gemma":[0.989012,0.001745063,0.0002201349,0.0004591236,0.005244473,0.003319172],"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":[0.00003212378,0.00001083216,0.0001158483,0.0000757148,0.000001335306,0.00005189831,0.0007385191,0.00001733994,0.0003770269,0.007065474,0.9698195,0.02169436],"study_design_scores_gemma":[0.000003634133,0.00000245442,0.000143539,0.00004361989,0.000001427449,0.00004554328,0.0003794367,0.00001301668,0.00005595475,0.0004623396,0.9988465,0.000002588861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002704102,0.004029452,0.009026474,0.06737006,0.061757,0.00100535,0.01508903,0.001838946,0.8371797],"genre_scores_gemma":[0.008906101,0.0008390058,0.005303704,0.009382022,0.002168404,0.0006630702,0.002539025,0.0008669973,0.9693318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5817146,"threshold_uncertainty_score":0.8297454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055439724021735,"score_gpt":0.3121245618488353,"score_spread":0.251570164608618,"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."}}