{"id":"W4403898167","doi":"10.7717/peerj.18350","title":"The critical need for child and youth perceptions of active living in India: capturing context complexity in rural and urban regions","year":2024,"lang":"en","type":"article","venue":"PeerJ","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Children’s Health Research Institute; Lawson Health Research Institute; Western University","funders":"Canada Research Chairs","keywords":"Perception; Context (archaeology); Geography; Environmental planning; Economic growth; Psychology; Economics; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121222,0.0004515133,0.0003818313,0.001693841,0.001511503,0.003410811,0.0008937394,0.0004104299,0.00142619],"category_scores_gemma":[0.003793706,0.0004117109,0.0007754261,0.00248171,0.0009526078,0.001368005,0.003078607,0.00126555,0.0001918825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926802,"about_ca_system_score_gemma":0.003146008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06761783,"about_ca_topic_score_gemma":0.1201219,"domain_scores_codex":[0.9987862,0.0004179465,0.0001099405,0.0001622418,0.0001582863,0.0003656011],"domain_scores_gemma":[0.998647,0.0003156124,0.0004129687,0.0001524202,0.0002839075,0.0001880442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002738533,0.00007423106,0.9494679,0.0003149443,0.00006418969,0.0003247562,0.03100739,0.0002790848,0.0002799491,0.0006905232,0.001274301,0.01619528],"study_design_scores_gemma":[0.000002755862,0.00005354056,0.8905054,0.0001653739,0.00006183863,0.0002544406,0.104403,0.000619692,0.0002041729,0.00053603,0.003169583,0.00002405787],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993742,0.0003285028,0.000851049,0.0005451759,0.00001910218,0.0001314304,0.001138319,0.00002166504,0.003222849],"genre_scores_gemma":[0.9973776,0.0002187397,0.001530226,0.0001007389,0.000006695829,0.0001913531,0.0004095269,0.000005747393,0.0001593792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06761783,"threshold_uncertainty_score":0.1344485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214694125672597,"score_gpt":0.3275016105802664,"score_spread":0.2853546693235405,"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."}}