{"id":"W6929758281","doi":"10.5063/f1cn728g","title":"Campus ecology network biodiversity data: York University and The University of Toronto Mississauga","year":2020,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University of Alberta","funders":"","keywords":"Transect; Species richness; Quadrat; Biodiversity; Vegetation (pathology); Habitat; Citizen science; Urban ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864591,0.0002763415,0.0007576551,0.00002719913,0.0003390972,0.00000936011,0.0006855054,0.0003514115,0.0008222517],"category_scores_gemma":[0.00005401376,0.000228443,0.000120442,0.000111782,0.0003970745,0.00009216014,0.0009919292,0.0003128913,0.0001147483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958825,"about_ca_system_score_gemma":0.0002418314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577123,"about_ca_topic_score_gemma":0.005878232,"domain_scores_codex":[0.9985063,0.0002720938,0.0001423281,0.000586227,0.0002139487,0.0002791244],"domain_scores_gemma":[0.9982271,0.0002275046,0.0002310108,0.001037216,0.0000457027,0.0002314606],"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":[0.001362855,0.00009565263,0.002163857,0.0001253797,0.0007225064,0.0006904951,0.0001027293,9.191758e-7,0.000002211902,0.0000275151,0.9944445,0.0002613008],"study_design_scores_gemma":[0.004628203,0.0002112344,0.007591612,0.00007308168,0.002592086,0.00003467087,0.000735957,0.00005842757,0.000001511974,0.00001760627,0.9838727,0.0001829622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001092219,0.002628175,0.00001847656,0.0005019091,0.0003243406,0.0005625308,0.9945064,0.00003179567,0.0003341551],"genre_scores_gemma":[0.001941122,0.01145304,0.0004256445,0.0005323167,0.000172767,1.715291e-7,0.9851562,0.000009019134,0.0003097504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01057193,"threshold_uncertainty_score":0.9907829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037978505907347,"score_gpt":0.2253570231290169,"score_spread":0.2049772380699434,"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."}}