{"id":"W752384405","doi":"","title":"Spatial Analysis of Cell Composition Data","year":2005,"lang":"en","type":"article","venue":"Universitat de Girona Digital Repository (Universitat de Girona)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Felsic; Fractal; Geology; Shield; Gaussian; Mathematics; Seismology; Mathematical analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001685313,0.0002849141,0.0003949536,0.0005202392,0.0003536081,0.0001742301,0.002476541,0.0001901445,0.00007139958],"category_scores_gemma":[0.0000242207,0.0003576877,0.0002742801,0.001017641,0.0002343003,0.002649732,0.001257277,0.0002389549,0.00003607224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834815,"about_ca_system_score_gemma":0.000244063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424105,"about_ca_topic_score_gemma":0.00002088074,"domain_scores_codex":[0.9978216,0.00009505819,0.0002650554,0.0008063856,0.0004526888,0.0005592134],"domain_scores_gemma":[0.9976232,0.0002115942,0.0002976846,0.001371277,0.0001864819,0.0003097852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0014095,0.006030736,0.1599825,0.0008459295,0.01097589,0.009229879,0.03501226,0.137656,0.393218,0.05124925,0.1103981,0.08399199],"study_design_scores_gemma":[0.003720358,0.0005856188,0.08567803,0.0001183767,0.003204959,0.000428753,0.009748388,0.7841505,0.03106325,0.001669095,0.07728509,0.002347584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5280443,0.000151302,0.276868,0.00137966,0.000144267,0.0001784854,0.0001954434,0.0002516019,0.1927869],"genre_scores_gemma":[0.9796443,0.00001119632,0.01163473,0.00008224738,0.00006302795,4.434087e-7,0.0002749204,0.000007156922,0.008281962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6464945,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009507354449067975,"score_gpt":0.1876393789177327,"score_spread":0.1781320244686647,"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."}}