{"id":"W1953071312","doi":"10.1109/imtc.2000.848676","title":"A framework for distributed, image-based measurement systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Independence (probability theory); Client–server model; Image (mathematics); Architecture; Distributed computing; Property (philosophy); Fat client; Server; Real-time computing; Computer vision; Operating system; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.004500321,0.001177203,0.001431255,0.001374974,0.001782159,0.006131707,0.004952148,0.00267436,0.003976251],"category_scores_gemma":[0.00572979,0.001165617,0.001242324,0.001499793,0.002374395,0.004008871,0.004563076,0.003586301,0.002126177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724499,"about_ca_system_score_gemma":0.003694578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005422158,"about_ca_topic_score_gemma":0.003555113,"domain_scores_codex":[0.9959799,0.0008618249,0.0003847479,0.0004911921,0.001981115,0.0003010973],"domain_scores_gemma":[0.9973649,0.0007275374,0.0001791863,0.0006810352,0.000671832,0.0003754099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001496769,0.0001802472,0.0007102549,0.0005057473,0.0001201563,0.0008394395,0.001023375,0.1071266,0.01883846,0.6792555,0.01452833,0.1767221],"study_design_scores_gemma":[0.0001478777,0.0001925308,0.0003874968,0.0002820239,0.00009980976,0.000754923,0.0002137525,0.584794,0.01199769,0.2147506,0.1862231,0.0001561007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005024216,0.0001425708,0.9957665,0.0001203798,0.00003747838,0.0001024753,0.000031329,0.002172733,0.001124147],"genre_scores_gemma":[0.04971534,0.0004972154,0.9452447,0.0001196914,0.00009853183,0.0006159008,0.0002564584,0.0003619113,0.003090269],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006131707,"threshold_uncertainty_score":0.02380019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0773616353308668,"score_gpt":0.3022509803633687,"score_spread":0.2248893450325019,"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."}}