{"id":"W7095506909","doi":"","title":"Selective and Automatic editing with CADI-applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Selection (genetic algorithm); Inclusion (mineral); Baseline (sea); Image editing","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":[0.03203941,0.001806318,0.00142235,0.007091337,0.001865871,0.008343149,0.004339538,0.001992825,0.04602106],"category_scores_gemma":[0.2101895,0.001593493,0.001374449,0.004923573,0.002124175,0.005100958,0.00595511,0.003076856,0.03056381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438046,"about_ca_system_score_gemma":0.002655686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836979,"about_ca_topic_score_gemma":0.002591811,"domain_scores_codex":[0.9698916,0.01234867,0.003387306,0.004502223,0.008578548,0.001291617],"domain_scores_gemma":[0.8150565,0.1059036,0.006735566,0.04386142,0.02629885,0.002144069],"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":[0.0009547452,0.0001746176,0.005231675,0.000884823,0.0001317843,0.0007796536,0.003210167,0.00307278,0.008915846,0.03634015,0.2004378,0.7398659],"study_design_scores_gemma":[0.0002967547,0.0003210782,0.008478142,0.0007078958,0.0001107817,0.002312905,0.001362334,0.08404437,0.04643485,0.07874733,0.776702,0.0004816578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008464024,0.0006720774,0.8096399,0.002386681,0.001255429,0.001028218,0.002260067,0.1493598,0.02493384],"genre_scores_gemma":[0.115571,0.0006572673,0.811304,0.001442939,0.001046682,0.001552027,0.00380769,0.02867548,0.03594291],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04602106,"threshold_uncertainty_score":0.1694426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1664532131810717,"score_gpt":0.3371844289019,"score_spread":0.1707312157208282,"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."}}