{"id":"W4392662455","doi":"10.24095/hpcdp.44.3.07","title":"With thanks to our 2023 peer reviewers","year":2024,"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":"Internet privacy; Psychology; Computer 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":[0.003661781,0.0001254167,0.0002190242,0.0002061713,0.0001291247,0.0004711348,0.0003743331,0.00003419094,0.0004155883],"category_scores_gemma":[0.0005655639,0.00009040842,0.00003489143,0.0009942414,0.00001287584,0.0006826008,0.00009032353,0.000283457,0.00005381209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139282,"about_ca_system_score_gemma":0.0120167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1936945,"about_ca_topic_score_gemma":0.7959822,"domain_scores_codex":[0.996666,0.0003413957,0.0005742429,0.0005627979,0.001514188,0.000341403],"domain_scores_gemma":[0.998722,0.00007284177,0.0001186806,0.0002723477,0.0001444066,0.0006697053],"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":[0.00002697209,0.00004193579,0.00737705,0.0005398815,0.00001106289,0.00003693463,0.0001912051,0.0002672186,4.545666e-7,0.001125203,0.6178135,0.3725686],"study_design_scores_gemma":[0.0008022781,0.0003094936,0.08472362,0.004178452,0.00002449959,0.00001786291,0.002327759,0.007309092,0.000003849679,0.007895342,0.8919504,0.0004574057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2521604,0.0400902,0.01273887,0.679179,0.006866809,0.004044631,0.0003436257,0.0001631538,0.004413252],"genre_scores_gemma":[0.9821652,0.000360125,0.0000585392,0.001474523,0.0001589222,0.0001171726,0.00002999532,0.00001172026,0.01562382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7300048,"threshold_uncertainty_score":0.9935843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874653067425892,"score_gpt":0.4387770824516556,"score_spread":0.3500305517773967,"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."}}