{"id":"W3127754246","doi":"10.3390/su13031558","title":"Residents’ Preferences and Perceptions toward Green Open Spaces in an Urban Area","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Preference; Perception; Space (punctuation); Public open space; Geography; Natural (archaeology); Urban planning; Ecosystem services; Psychology; Environmental planning; Ecology; Ecosystem; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004180721,0.0001143114,0.0001768216,0.00002810159,0.0001611957,0.0001460286,0.0003036177,0.00007040359,0.002020269],"category_scores_gemma":[0.0001441725,0.0001056832,0.0000217076,0.0002819453,0.0002555005,0.0007755621,0.0006732611,0.0001580178,0.00001959729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006065711,"about_ca_system_score_gemma":0.0002114196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05419744,"about_ca_topic_score_gemma":0.2012433,"domain_scores_codex":[0.9985387,0.0002360762,0.0001808564,0.0005250399,0.000189532,0.0003297639],"domain_scores_gemma":[0.9992777,0.00004044218,0.00004016532,0.0004078127,0.00005073132,0.0001831236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002076966,0.000127568,0.9903881,0.00004057457,0.000001523648,0.00001768149,0.00618126,0.000007795575,0.00003899345,0.0002020612,0.0008554733,0.002118225],"study_design_scores_gemma":[0.0002064958,0.0001001539,0.9647808,0.000007350639,0.00000500776,0.000002374544,0.01293999,0.00005043577,0.00000923783,0.02088852,0.0008846354,0.0001250131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991678,0.00006917035,0.00001550559,0.00600111,0.00001942523,0.000433473,0.000007063668,0.00001969895,0.001756558],"genre_scores_gemma":[0.9969304,0.00003107492,0.0003206157,0.0001873873,0.00001847399,0.00003750415,0.000009868822,0.000006526389,0.002458191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470458,"threshold_uncertainty_score":0.998892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553658731857642,"score_gpt":0.3156584971488894,"score_spread":0.280121909830313,"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."}}