{"id":"W4361852477","doi":"10.1109/icngis54955.2022.10079853","title":"Keynotes and Tutorials","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001317416,0.00179613,0.001335726,0.002543235,0.001673835,0.005095398,0.001741874,0.001958446,0.4621249],"category_scores_gemma":[0.005634122,0.0004317554,0.001184415,0.002386547,0.0005775922,0.004776929,0.00318069,0.003393292,0.4143637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324192,"about_ca_system_score_gemma":0.001306138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015419,"about_ca_topic_score_gemma":0.001645951,"domain_scores_codex":[0.9990289,0.000142578,0.00007155496,0.000192259,0.0004382938,0.000126372],"domain_scores_gemma":[0.9977568,0.0005363245,0.0001014065,0.0001780995,0.0007552021,0.0006721616],"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":[0.0000551394,0.00004808482,0.00005634046,0.0002627322,0.000005129125,0.00006525592,0.00006900141,0.0001299096,0.00062358,0.006087298,0.9024819,0.09011567],"study_design_scores_gemma":[0.000003801102,0.0000221405,0.0000746773,0.0001179802,0.000003174861,0.00008995766,0.00004064567,0.00004698968,0.0001042431,0.001748516,0.9977417,0.000006149706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00127438,0.05346738,0.01923382,0.02346129,0.3149702,0.0004451618,0.00307455,0.003895294,0.580178],"genre_scores_gemma":[0.004792209,0.02697354,0.004141584,0.006690989,0.06349943,0.0002451376,0.003403411,0.001485449,0.8887683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4621249,"threshold_uncertainty_score":0.7672135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349238698262188,"score_gpt":0.2464166352782866,"score_spread":0.2329242482956647,"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."}}