{"id":"W2947416772","doi":"10.15173/ijsap.v3i1.3982","title":"Reviewer recognition and acknowledgement","year":2019,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Acknowledgement; Psychology; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004461083,0.0001013472,0.0001808127,0.0002316611,0.0001150739,0.002388065,0.001984893,0.00005812067,0.001354142],"category_scores_gemma":[0.008094567,0.00007082737,0.0001104927,0.0001300046,0.00002936216,0.001326649,0.0003377511,0.000221379,0.001892884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008427133,"about_ca_system_score_gemma":0.00005530096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005260114,"about_ca_topic_score_gemma":0.000003230785,"domain_scores_codex":[0.9966496,0.00008428613,0.0005796553,0.000286262,0.002231963,0.0001682872],"domain_scores_gemma":[0.9959669,0.0004104502,0.0003730453,0.0001312839,0.002975618,0.0001427482],"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":[0.0001136402,0.00009124012,0.1698456,0.000003978407,0.0002044923,0.000007472574,0.0005905797,0.00001528386,0.00003638504,0.0005120861,0.5045915,0.3239878],"study_design_scores_gemma":[0.001238522,0.00008047793,0.01375724,0.00009834154,0.00001639301,0.00004958378,0.0006873724,0.00008807725,0.00006320981,0.03278045,0.9509993,0.0001410169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594004,0.0004269892,0.0008321019,0.003302141,0.01878521,0.0004036437,0.00002560927,0.00001468809,0.01680928],"genre_scores_gemma":[0.9380011,0.0007431992,0.0004347817,0.003506611,0.001869995,0.00003231094,0.00002508878,0.00001820393,0.05536873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4464078,"threshold_uncertainty_score":0.9995587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729954787789788,"score_gpt":0.5987753109631693,"score_spread":0.4257798321841905,"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."}}