{"id":"W4416604302","doi":"10.5256/f1000research.137366.r153919","title":"Referee report. For: A critical discourse analysis of the Quebec media’s portrayal of older adults in residences and long-term care homes pre- and peri-COVID-19 [version 1; peer review: 1 approved with reservations]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Critical discourse analysis; Discourse analysis; Conversation analysis; Peer review; Nursing homes; Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004642313,0.0001278535,0.0006013554,0.0004929388,0.0005889583,0.000009688695,0.0003253719,0.000101295,0.0002183718],"category_scores_gemma":[0.009201244,0.00008439668,0.0001204223,0.001391665,0.0006789065,0.0001234795,0.0003860225,0.0005716478,1.373243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413262,"about_ca_system_score_gemma":0.001519263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03405773,"about_ca_topic_score_gemma":0.1175956,"domain_scores_codex":[0.9952477,0.001186292,0.0007420031,0.0004298065,0.002019085,0.0003751698],"domain_scores_gemma":[0.9939912,0.00208626,0.0003369982,0.0005871287,0.002836979,0.0001614269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001774997,0.0002100019,0.8273197,0.01240078,0.0001814843,0.00003259813,0.07333286,0.00001041514,0.0001364246,0.0001907174,0.08322271,0.001187313],"study_design_scores_gemma":[0.0008468524,0.0002494098,0.8906574,0.002055543,0.0002868766,0.000004743833,0.1033377,0.00001733419,0.00003569969,0.00003726012,0.00237324,0.00009798053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254298,0.005489451,0.00001909847,0.06617385,0.0000547776,0.001464558,0.001252863,0.000008642884,0.0001069454],"genre_scores_gemma":[0.9912751,0.0006087561,0.0001944248,0.00005084193,0.00002560604,0.0002869968,0.001161876,0.00001362758,0.006382759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08353785,"threshold_uncertainty_score":0.9991447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704562570253129,"score_gpt":0.4715882765882882,"score_spread":0.4011320195629753,"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."}}