{"id":"W4393099452","doi":"10.1109/icaect60202.2024.10469334","title":"A Quarter Century Journey: Evolution of Object Detection Methods","year":2024,"lang":"en","type":"article","venue":"","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Object (grammar); Artificial intelligence; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01349794,0.001511337,0.001395773,0.004866904,0.001055373,0.007023143,0.00349713,0.003292951,0.003882407],"category_scores_gemma":[0.03038075,0.001331472,0.001129279,0.003960033,0.003559587,0.01292576,0.003424176,0.007928323,0.004425289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341063,"about_ca_system_score_gemma":0.002386071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004305181,"about_ca_topic_score_gemma":0.002037231,"domain_scores_codex":[0.9923975,0.001647228,0.0006533764,0.002033413,0.003035879,0.0002325794],"domain_scores_gemma":[0.9837271,0.006089415,0.0004652005,0.001815789,0.007204699,0.0006977551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001791918,0.0001259737,0.002005783,0.0006945497,0.00007958485,0.00006073378,0.0005071503,0.003198901,0.002005262,0.08729707,0.0254744,0.8783714],"study_design_scores_gemma":[0.00003623716,0.0003413056,0.002666631,0.001496955,0.00009630318,0.0009484147,0.0005660948,0.04918875,0.005915047,0.1083062,0.8302765,0.0001616294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01293999,0.3971826,0.5068854,0.03518331,0.006326276,0.0002214216,0.000554763,0.002099408,0.0386069],"genre_scores_gemma":[0.1169313,0.2199062,0.6010551,0.01462543,0.009391235,0.0003364733,0.001803033,0.001771622,0.03417966],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01349794,"threshold_uncertainty_score":0.07138473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640285631936817,"score_gpt":0.2884135822244957,"score_spread":0.2720107259051275,"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."}}