{"id":"W4405713400","doi":"10.29173/hsi482","title":"Image assemblage","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assemblage (archaeology); Geology; Computer science; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004059494,0.0008241989,0.0005568973,0.005542379,0.001029694,0.00207581,0.0007088535,0.001181101,0.06369199],"category_scores_gemma":[0.002156215,0.0005237647,0.0007596333,0.002968696,0.0003597625,0.00152373,0.001893162,0.001077137,0.02658572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497691,"about_ca_system_score_gemma":0.0007591499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006620942,"about_ca_topic_score_gemma":0.009267063,"domain_scores_codex":[0.9995105,0.00002928799,0.00002903489,0.0001225231,0.0002256779,0.00008290832],"domain_scores_gemma":[0.9991923,0.0001171402,0.00003582528,0.0001447939,0.0003946206,0.0001153468],"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":[0.0006183808,0.00009774114,0.005713345,0.001172242,0.0001360965,0.001976659,0.0008188043,0.004009929,0.0984885,0.006983516,0.2623214,0.6176633],"study_design_scores_gemma":[0.00006448456,0.0002028732,0.04768831,0.0005770868,0.000199545,0.008193802,0.001565674,0.06407418,0.06095342,0.01275199,0.8035313,0.0001974029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08831166,0.006417946,0.5222459,0.007209673,0.004014196,0.00216137,0.1145386,0.0520653,0.2030353],"genre_scores_gemma":[0.2832795,0.005314762,0.4883821,0.001842729,0.001421101,0.0009678135,0.1333262,0.012947,0.07251881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06369199,"threshold_uncertainty_score":0.2130709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903694147594527,"score_gpt":0.4060456420139066,"score_spread":0.3370087005379614,"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."}}