{"id":"W4252879071","doi":"10.48044/jauf.2016.026","title":"Homebuilder Practices and Perceptions of Construction on the Wooded Lot: A Quarter Century Later Follow-Up Assessment","year":2016,"lang":"en","type":"article","venue":"Arboriculture & Urban Forestry","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tree (set theory); Tree health; Quarter (Canadian coin); Perception; Process (computing); Building construction; Geography; Psychology; Ecology; Engineering; Computer science; Archaeology; Biology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484816,0.0001632675,0.0001493965,0.00002242254,0.000186871,0.00003066662,0.0001428543,0.0001153548,0.0008853781],"category_scores_gemma":[0.00002404301,0.00007485717,0.0000635618,0.0001350327,0.000268133,0.0002992536,0.00006183564,0.0001867101,0.00009356386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101082,"about_ca_system_score_gemma":0.00001792341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001678344,"about_ca_topic_score_gemma":0.0003119554,"domain_scores_codex":[0.9988704,0.00007843956,0.0001935077,0.0002987321,0.0003071158,0.0002517653],"domain_scores_gemma":[0.99921,0.0001036059,0.0002823515,0.000283871,0.00001725515,0.0001029145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003090656,0.00007647932,0.9516984,0.00000719753,0.00002522813,0.000002024911,0.0008300691,0.000001031745,0.004967531,0.004663363,0.03687551,0.0008223206],"study_design_scores_gemma":[0.0005976536,0.0002207628,0.9844008,0.00005349057,0.00005062272,0.00001503205,0.00189496,0.000009754864,0.0001766712,0.0006339601,0.01178246,0.0001638077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905868,0.00005773887,0.00004874582,0.005834133,0.0002024076,0.0002840526,0.00001731839,0.00002842786,0.002940421],"genre_scores_gemma":[0.9978725,0.0001354603,0.0004420202,0.0003423973,0.0001113947,0.00002969376,0.000004258221,0.00001059312,0.001051631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270248,"threshold_uncertainty_score":0.9694269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902966239865907,"score_gpt":0.2474626570006254,"score_spread":0.2384329946019663,"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."}}