{"id":"W4408335949","doi":"10.24095/hpcdp.45.3.03","title":"With thanks to our 2024 peer reviewers","year":2025,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Computer science; Psychology; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003456558,0.0001196343,0.0002451108,0.0002328546,0.000200889,0.0002364138,0.0004281477,0.00003541075,0.000277937],"category_scores_gemma":[0.0008249397,0.00009010328,0.00002996138,0.001067599,0.00001710531,0.0004042574,0.0001183028,0.0002456715,0.00001332957],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309324,"about_ca_system_score_gemma":0.01412401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1817832,"about_ca_topic_score_gemma":0.7844924,"domain_scores_codex":[0.9970382,0.0004098096,0.0005988536,0.0005018153,0.001129801,0.0003214926],"domain_scores_gemma":[0.9988722,0.00007170272,0.0001828736,0.000278101,0.0001760576,0.0004191072],"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":[0.00004329501,0.00006647132,0.04450709,0.0003351351,0.00001115439,0.000007131132,0.0000752213,0.0004030509,2.218878e-7,0.002399414,0.744146,0.2080058],"study_design_scores_gemma":[0.002052877,0.000330112,0.246862,0.004008154,0.00003279196,0.000005293063,0.003041637,0.002873587,0.000006244167,0.01649338,0.7238373,0.0004566571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1924021,0.01501428,0.01503271,0.7532539,0.004708503,0.004080309,0.0001512061,0.00007101785,0.01528598],"genre_scores_gemma":[0.9641522,0.0002397943,0.0001001689,0.00445206,0.00006634196,0.0001229182,0.00001547371,0.000006573545,0.03084446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7717501,"threshold_uncertainty_score":0.991465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06815353663779695,"score_gpt":0.4356702487596907,"score_spread":0.3675167121218938,"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."}}