{"id":"W7111163300","doi":"10.1371/journal.pone.0320876.s001","title":"Code frequencies.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global Positioning System; TRIPS architecture; Data collection; Narrative; Assisted GPS; Physical activity; Qualitative research; Geographic information system; Activities of daily living","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002252158,0.001163859,0.001092023,0.005998408,0.002704991,0.005416008,0.002833415,0.001854675,0.826338],"category_scores_gemma":[0.0181462,0.0006769429,0.0007796602,0.008849533,0.0008392887,0.003611325,0.003972968,0.001678899,0.6947317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508888,"about_ca_system_score_gemma":0.005913709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04566389,"about_ca_topic_score_gemma":0.03960786,"domain_scores_codex":[0.9967566,0.0004422706,0.0003314792,0.0006200377,0.001335813,0.0005137308],"domain_scores_gemma":[0.9885521,0.001776126,0.0005009391,0.00169042,0.006430214,0.001050228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004659812,0.00001517634,0.0005300597,0.000353468,0.000003926768,0.00003506907,0.0002590166,0.00003689078,0.0001267713,0.004777529,0.9257464,0.06806902],"study_design_scores_gemma":[0.000006896789,0.000005053649,0.0007377284,0.0001099099,0.000001350127,0.00002508289,0.0001115585,0.00003412929,0.00005057793,0.0008185916,0.9980928,0.000006346402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001259082,0.0006494352,0.005533996,0.003525276,0.003077967,0.000668648,0.2455519,0.01394518,0.7257886],"genre_scores_gemma":[0.01103538,0.001446713,0.01232956,0.003377127,0.00107957,0.001603234,0.1663016,0.01156898,0.7912579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.826338,"threshold_uncertainty_score":0.2477078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374612951226277,"score_gpt":0.4216670899724727,"score_spread":0.2842057948498449,"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."}}