{"id":"W7031954919","doi":"","title":"REPLICAS","year":2016,"lang":"en","type":"other","venue":"TeesRep (Teesside University)","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dance; Personality; Pavilion; Big Five personality traits; Work (physics); Popularity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001221867,0.0002467986,0.0002763789,0.0007884646,0.00006329639,0.00005413873,0.001737036,0.0002649834,0.006247881],"category_scores_gemma":[0.0000470761,0.0002191132,0.0001091344,0.0003925678,0.0001554611,0.0002730841,0.0005908288,0.0001923061,0.001743622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396668,"about_ca_system_score_gemma":0.0001363664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008859835,"about_ca_topic_score_gemma":0.00001923247,"domain_scores_codex":[0.9984002,0.0001049764,0.0001507701,0.0006868081,0.0003573709,0.0002998352],"domain_scores_gemma":[0.9981114,0.00006785923,0.0002690295,0.001301807,0.00004660073,0.0002033106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001792458,0.00002242815,0.00001175874,0.00001921456,0.00003122349,0.0003523902,0.00002329949,1.43151e-8,0.0002494629,0.02293558,0.9337797,0.04257312],"study_design_scores_gemma":[0.0002976143,0.00002401589,0.000006159964,0.0001946508,0.00001489398,0.00001156621,0.00001044846,0.00001429013,0.002243718,0.0004499649,0.9964162,0.0003164779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.342582e-7,0.00003493676,0.4695809,0.0002497971,0.000151324,0.0001307386,0.000006489863,0.001541257,0.5283043],"genre_scores_gemma":[0.00001239426,0.0001684704,0.09162632,0.0003534208,0.0001373528,0.000001374938,0.000005741541,0.0001119787,0.9075829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3792787,"threshold_uncertainty_score":0.9990336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007855905627403698,"score_gpt":0.2357337398229759,"score_spread":0.2278778341955722,"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."}}