{"id":"W4393631354","doi":"10.5281/zenodo.10229334","title":"Edmonton, Canada","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339642,0.001886378,0.001306666,0.002460892,0.001338026,0.003220258,0.001848127,0.0008477155,0.1099725],"category_scores_gemma":[0.002065816,0.0006194568,0.0006614865,0.008663212,0.0003584833,0.0009324881,0.001393524,0.001527625,0.1561009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799185,"about_ca_system_score_gemma":0.006957002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.722256,"about_ca_topic_score_gemma":0.8681185,"domain_scores_codex":[0.9994584,0.00003433705,0.00002364274,0.0001799829,0.0001931215,0.0001105641],"domain_scores_gemma":[0.9990612,0.00007770091,0.00004897451,0.0002089869,0.0004797986,0.0001233591],"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":[0.00002455585,0.000005094573,0.0005254186,0.0001344292,0.00001083389,0.00001913026,0.00002257404,0.0002161845,0.00007924185,0.0006970041,0.9933631,0.004902314],"study_design_scores_gemma":[0.00002018354,0.000002305683,0.003609857,0.0001558794,0.00000704124,0.00002931962,0.00007741425,0.0002768672,0.0001708264,0.0006018374,0.9950336,0.00001474096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002635381,0.0002221018,0.0002452679,0.00008606594,0.00003679744,0.00001150676,0.9875861,0.0008828921,0.0106657],"genre_scores_gemma":[0.0008365212,0.0002695401,0.0007697855,0.00003992081,0.00000808482,0.00001857053,0.9899918,0.0002837219,0.007781914],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.277744,"threshold_uncertainty_score":0.5587593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848190961697569,"score_gpt":0.2060137372442655,"score_spread":0.1775318276272898,"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."}}