{"id":"W123453012","doi":"","title":"Editorial: Geospatial (March 2009)","year":2009,"lang":"en","type":"editorial","venue":"˜The œopen source business resource","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Computer science; Geography; Remote sensing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006588531,0.0008739872,0.00133264,0.0004447538,0.005046096,0.002887486,0.006440658,0.002196677,0.0002266719],"category_scores_gemma":[0.00246376,0.0006994139,0.0003547909,0.002679828,0.001181715,0.0006829986,0.001771283,0.001547423,0.00072131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152012,"about_ca_system_score_gemma":0.001715094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05953317,"about_ca_topic_score_gemma":0.01626618,"domain_scores_codex":[0.9894323,0.00109812,0.001403357,0.0009557573,0.005558885,0.001551565],"domain_scores_gemma":[0.9908515,0.002175817,0.001544637,0.001584392,0.003540102,0.0003035628],"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":[0.0001169407,0.00005474909,0.0000289199,0.00006536972,0.000113723,0.000003396824,0.01164047,0.0001046674,3.384415e-7,0.0001243375,0.9817437,0.006003386],"study_design_scores_gemma":[0.0008623326,0.0000404652,0.0001624621,0.0002652097,0.0001252674,0.000001336923,0.006924955,0.000008973617,1.193195e-7,0.0001948849,0.9905549,0.0008590957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001493507,0.0005674185,0.0003033087,0.002024834,0.8806173,0.002227813,0.0001600077,0.0003776832,0.1137068],"genre_scores_gemma":[0.0003329665,0.0003025687,0.00004299738,0.0003202663,0.9382719,0.0002979699,0.0004046358,0.000123892,0.05990274],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05765471,"threshold_uncertainty_score":0.9995457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437776769933268,"score_gpt":0.2932647373302962,"score_spread":0.2788869696309635,"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."}}