{"id":"W2903328981","doi":"10.1130/abs/2018am-317783","title":"WALKING TOUR OF DOWNTOWN TORONTO FOR UNDERGRADUATE GEOSCIENTISTS","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Downtown; Computer science; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004509133,0.001463793,0.0008472205,0.001449846,0.01150155,0.003469842,0.0009878592,0.001898116,0.68959],"category_scores_gemma":[0.0008045764,0.000763397,0.0008387127,0.001945433,0.001001569,0.00133456,0.003594205,0.002477438,0.2646456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006878053,"about_ca_system_score_gemma":0.01549543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4532106,"about_ca_topic_score_gemma":0.9009923,"domain_scores_codex":[0.9995822,0.00003748469,0.000009515415,0.00007039963,0.0001412666,0.0001590154],"domain_scores_gemma":[0.9978066,0.00004061099,0.00002766974,0.00005190254,0.0005217209,0.001551447],"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":[0.00003217853,0.00002940854,0.0003917188,0.00003645058,0.000002151615,0.0001157697,0.0001888311,0.0000454662,0.000219559,0.000338899,0.9881232,0.01047646],"study_design_scores_gemma":[0.00001064961,0.000020232,0.002910414,0.00004666344,0.000002896889,0.00002358698,0.001347862,0.00004138692,0.00004160946,0.0001247226,0.9954233,0.000006652327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01024847,0.006515738,0.001388255,0.03674486,0.0258523,0.0005464386,0.011792,0.002439808,0.9044723],"genre_scores_gemma":[0.003930345,0.0008746075,0.0005009389,0.001082571,0.000396032,0.00004898078,0.001319095,0.0002640263,0.9915835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.68959,"threshold_uncertainty_score":0.9011453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752560463685827,"score_gpt":0.2557490535219056,"score_spread":0.2382234488850474,"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."}}