{"id":"W6991872905","doi":"","title":"Investigating Mechanical Damage to Trees at the Toronto District School Board (TDSB)","year":2022,"lang":"en","type":"other","venue":"TSpace","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landscaping; Tree planting; Sustainability; Tree (set theory); Lawn","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001273483,0.0003152938,0.0003410361,0.00003389093,0.0001678184,0.00003712962,0.0003539403,0.0001143242,0.01562935],"category_scores_gemma":[0.0001851153,0.0002438237,0.0001100155,0.0001424645,0.00004127568,0.00002477825,0.0004595733,0.0002969328,0.0002236372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322474,"about_ca_system_score_gemma":0.00001805648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782165,"about_ca_topic_score_gemma":0.3407205,"domain_scores_codex":[0.998844,0.00005823854,0.0001644256,0.0003039903,0.0002994225,0.0003299695],"domain_scores_gemma":[0.999057,0.0001062498,0.00003956449,0.0006251697,0.000008295388,0.0001636973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002430081,0.000007744237,0.001253247,0.00007451751,0.0001054126,0.00000375582,0.001137562,0.0002303833,0.0001571225,0.0001204747,0.9960117,0.0008955937],"study_design_scores_gemma":[0.0001288733,0.00003594645,0.004495441,0.00003900415,0.0000459197,8.283812e-7,0.001957577,0.0001305579,0.00004345886,0.00001806026,0.992773,0.0003313149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01277722,0.008478506,0.0001968803,0.001590928,0.0009268406,0.0007632312,0.0001187238,0.00154182,0.9736059],"genre_scores_gemma":[0.01914511,0.0001913643,0.0007355972,0.0001494914,0.0006865503,0.0003000897,0.00004857402,0.0006525468,0.9780907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3379383,"threshold_uncertainty_score":0.9942842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711619863510157,"score_gpt":0.2702366386664795,"score_spread":0.253120440031378,"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."}}