{"id":"W4404367642","doi":"10.1080/14427591.2024.2417499","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Journal of Occupational Science","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Occupational science; Psychology; Sociology; Occupational therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01104384,0.0002090996,0.0004041679,0.0009351155,0.0009658673,0.0001361766,0.001239023,0.0007615768,0.00079258],"category_scores_gemma":[0.01508484,0.0001434827,0.0002033076,0.001159209,0.0003471495,0.001064639,0.0002644613,0.005255168,0.001128955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031194,"about_ca_system_score_gemma":0.03552776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004125003,"about_ca_topic_score_gemma":0.00001061904,"domain_scores_codex":[0.9895783,0.0003444094,0.001191976,0.0003271254,0.008018726,0.0005394805],"domain_scores_gemma":[0.9833096,0.006250705,0.001349777,0.0002494805,0.008535273,0.000305181],"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":[0.0007019587,0.00004781915,0.0001282132,0.0001185956,0.00004417707,0.00001369404,0.0002499357,0.000008464357,0.0002512665,0.0005351442,0.9975483,0.000352432],"study_design_scores_gemma":[0.0004385746,0.0002168529,0.0003906393,0.0005208671,0.00004419636,0.000002832373,0.0001323459,0.00001517909,0.000007423573,0.001956324,0.9961298,0.0001449715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000255985,0.0004263043,0.00007391648,0.000505258,0.994148,0.000208489,0.0001507158,0.00001699355,0.004214326],"genre_scores_gemma":[0.0002816227,0.0004255449,0.0006009215,0.00007895999,0.9931461,0.00001210637,0.00003126437,0.00002886461,0.005394605],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03449657,"threshold_uncertainty_score":0.9996488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010833380179138,"score_gpt":0.5628062764898984,"score_spread":0.4617229384719846,"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."}}