{"id":"W3126165778","doi":"10.3390/ijerph18031301","title":"Accessibility of Rural Life Space on the Jianghan Plain, China: The Role of Livelihood","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Livelihood; Diversification (marketing strategy); Urbanization; Context (archaeology); Space (punctuation); China; Economic growth; Rural settlement; Empowerment; Rural area; Geography; Business; Socioeconomics; Economics; Political science; Agriculture; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003286181,0.00017372,0.0001441837,0.000771223,0.0007023079,0.0006030012,0.0002762532,0.0001144248,0.0009776149],"category_scores_gemma":[0.0007044241,0.00009126143,0.0001547241,0.001291558,0.0006668119,0.0004911092,0.000883332,0.000164663,0.00003995053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125037,"about_ca_system_score_gemma":0.001088222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04990161,"about_ca_topic_score_gemma":0.1181792,"domain_scores_codex":[0.9998192,0.00005449241,0.0000105024,0.00003023625,0.00003411407,0.00005151439],"domain_scores_gemma":[0.9995272,0.00009292817,0.000166169,0.00002371406,0.00006799243,0.0001219068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004327582,0.00004485328,0.9652354,0.00009387483,0.00003980396,0.0003998161,0.007420603,0.0005583056,0.001534652,0.001832788,0.000150789,0.02264581],"study_design_scores_gemma":[7.453323e-7,0.00002289656,0.9967319,0.000009010453,0.000006002211,0.00003661753,0.002032937,0.0004329149,0.0000591117,0.0001958283,0.0004680984,0.000003981265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991229,0.00007718633,0.0001252858,0.00005827909,0.000001154699,0.000003359062,0.00003448479,0.000001732256,0.0005756695],"genre_scores_gemma":[0.9997558,0.00004920934,0.00005564823,0.000003302626,9.52885e-7,0.000002469631,0.00002123371,3.282929e-7,0.0001111181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04990161,"threshold_uncertainty_score":0.0992223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162394943338829,"score_gpt":0.3781508558510372,"score_spread":0.326526906417649,"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."}}