{"id":"W4406381127","doi":"","title":"Outline and Shape Reconstruction in 2D","year":2022,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001079689,0.00017673,0.000240846,0.000350888,0.00007151988,0.0000669152,0.0002433344,0.0001327083,0.003093714],"category_scores_gemma":[0.0001278908,0.0002045376,0.00006379865,0.0003184752,0.0000530052,0.00003929527,0.0001138218,0.0003159743,0.00002296621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006470881,"about_ca_system_score_gemma":0.00002194799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005316222,"about_ca_topic_score_gemma":0.003162556,"domain_scores_codex":[0.9985157,0.0006373508,0.0002347602,0.0002990397,0.0001467913,0.0001663412],"domain_scores_gemma":[0.9990793,0.0001442675,0.0000847558,0.0005461739,0.00008344345,0.00006206222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005835308,0.0002679261,0.006705179,0.00045599,0.000313083,0.00001647829,0.004963284,0.003177962,0.0007171876,0.005244636,0.05809401,0.9200384],"study_design_scores_gemma":[0.0006271093,2.336922e-7,0.000408793,0.001369138,0.00007120849,0.00002153404,0.0002370262,0.7848661,0.0004676981,0.0004569396,0.2108228,0.000651429],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01235222,0.007470053,0.02491284,0.001142387,0.0002341105,0.0002182379,0.00007340421,0.0008707346,0.952726],"genre_scores_gemma":[0.3329046,0.009494985,0.02815025,0.00007455885,0.00008142681,0.00009567395,0.0007357729,0.0006748984,0.6277878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.919387,"threshold_uncertainty_score":0.9978176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007800040819129953,"score_gpt":0.1911893396710221,"score_spread":0.1833892988518921,"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."}}