{"id":"W6926230013","doi":"10.2312/eged.20222001","title":"EUROGRAPHICS 2022: Education Papers Frontmatter","year":2022,"lang":"en","type":"article","venue":"Eurographics","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Information system; Key (lock); Data collection; Context (archaeology)","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":[0.002662844,0.002032559,0.001469284,0.005573722,0.001283989,0.01281784,0.001356559,0.004808507,0.8243534],"category_scores_gemma":[0.00845682,0.0006261423,0.001105976,0.005234721,0.000542741,0.004306657,0.003479034,0.003375497,0.6917666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939547,"about_ca_system_score_gemma":0.003653674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982705,"about_ca_topic_score_gemma":0.004886697,"domain_scores_codex":[0.9983235,0.0001812909,0.00007333665,0.0001906263,0.0008843874,0.0003469212],"domain_scores_gemma":[0.9946117,0.0006331087,0.0003878575,0.0004774176,0.001701434,0.002188525],"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":[0.0000171589,0.000008739135,0.00002118499,0.00003398385,0.000001275679,0.000006441254,0.000003669136,0.00002467469,0.00002163342,0.0006377472,0.98815,0.01107348],"study_design_scores_gemma":[0.00001598738,0.000009421695,0.0001439903,0.00006543515,0.000001363828,0.000009377618,0.00001224774,0.00003925916,0.00003124668,0.0005260911,0.9991421,0.000003531132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005489048,0.007373754,0.001731446,0.02239056,0.09751074,0.0002160958,0.02324254,0.004395505,0.8425905],"genre_scores_gemma":[0.002664824,0.002790295,0.0006137352,0.002779018,0.01261833,0.0001189853,0.01148178,0.00218371,0.9647493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8243534,"threshold_uncertainty_score":0.2505386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006096159220777712,"score_gpt":0.2239579735409044,"score_spread":0.2178618143201266,"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."}}