{"id":"W4402145749","doi":"10.1177/27541223241272408","title":"Rural greenways for urban environmental demands: Environmentalised urbanisation in the Pearl River Delta","year":2024,"lang":"en","type":"article","venue":"Transactions in Planning and Urban Research","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Research Grants Council, University Grants Committee; Royal Geographical Society","keywords":"Urbanization; China; Geography; Delta; Rural area; Environmental planning; Sociocultural evolution; Economic geography; Economic growth; Political science; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001719455,0.00008890185,0.000100899,0.000137205,0.0006338813,0.0001530244,0.0001791119,0.00009450705,0.0001110525],"category_scores_gemma":[0.00001387579,0.00007058625,0.00006375694,0.0001575956,0.0004419604,0.0003219518,0.000007694233,0.0004133483,0.00001250951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889777,"about_ca_system_score_gemma":0.00006068797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004246467,"about_ca_topic_score_gemma":0.0009961075,"domain_scores_codex":[0.9987401,0.0001741428,0.0001785124,0.0002275406,0.0003142072,0.0003654443],"domain_scores_gemma":[0.999369,0.0004490619,0.00001853983,0.0001082415,0.000003529251,0.00005164961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001998868,0.0002899968,0.2405785,0.0001037645,0.00007159497,0.00004004532,0.7068354,0.0006992673,0.0002670678,0.01230281,0.008849779,0.0297618],"study_design_scores_gemma":[0.00219502,0.0003336262,0.4669886,0.000366254,0.00004165056,0.00001465589,0.2013769,0.01338997,0.00005922749,0.008660539,0.3059986,0.0005750305],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909407,0.00334178,0.001158576,0.00139836,0.0001199234,0.0005772963,0.00009123327,0.00002252171,0.002349545],"genre_scores_gemma":[0.9961139,0.000521157,0.00006443144,0.000034226,0.0001327021,0.0001208181,0.00002024902,0.00001117319,0.002981336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5054585,"threshold_uncertainty_score":0.6419417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0518898251634593,"score_gpt":0.3577129224973007,"score_spread":0.3058230973338414,"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."}}