{"id":"W1594673181","doi":"10.1029/171gm03","title":"A review of geostatistical approaches to data fusion","year":2007,"lang":"en","type":"review","venue":"Geophysical monograph","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fusion; Computer science; Philosophy; Linguistics","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":[0.001909577,0.001316634,0.002108707,0.005375257,0.00042247,0.002031815,0.002345731,0.001490287,0.004415633],"category_scores_gemma":[0.004422082,0.0006811,0.0008619591,0.01352137,0.001144494,0.002689841,0.001176778,0.001716145,0.003242049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008955171,"about_ca_system_score_gemma":0.002985432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372715,"about_ca_topic_score_gemma":0.004107611,"domain_scores_codex":[0.9990218,0.0001634508,0.0001516788,0.0001435644,0.0004759297,0.00004361856],"domain_scores_gemma":[0.9973066,0.00158214,0.0001426427,0.0001126257,0.0007950754,0.00006085003],"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":[0.00002579866,0.00004590046,0.0001986861,0.006869913,0.00008842097,0.00008990724,0.00005364067,0.001437478,0.0008218921,0.009067231,0.03504688,0.9462542],"study_design_scores_gemma":[0.00002140018,0.00009623006,0.001179634,0.003720399,0.0001765535,0.001337311,0.000126341,0.002591223,0.001268392,0.02269965,0.9666948,0.00008821569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002284943,0.9732165,0.02200033,0.0007887146,0.0008227775,0.00002929145,0.0001721331,0.000124793,0.00261705],"genre_scores_gemma":[0.001313486,0.9791371,0.01722658,0.0003957816,0.0006700468,0.00003296003,0.0002336437,0.00002561197,0.0009648328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005375257,"threshold_uncertainty_score":0.01477176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2614691576652743,"score_gpt":0.3548819656859227,"score_spread":0.09341280802064833,"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."}}