{"id":"W1572040027","doi":"","title":"International Research Workshop on Integrating GIS and Environmental Modeling: Problems, Prospects, and Research Needs","year":2001,"lang":"en","type":"article","venue":"NASA Technical Reports Server (NASA)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geographic information system; Environmental planning; Environmental resource management; Geography; Library science; Regional science; Computer science; Environmental science; Remote sensing","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":[0.01396109,0.001493488,0.001088605,0.002972516,0.002018573,0.009024146,0.003038904,0.003347376,0.01952255],"category_scores_gemma":[0.009628803,0.0006406928,0.001379824,0.008587535,0.002626329,0.009601305,0.003916259,0.005517667,0.003443912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004065783,"about_ca_system_score_gemma":0.01508704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03812539,"about_ca_topic_score_gemma":0.05049166,"domain_scores_codex":[0.9969977,0.001207498,0.0001450111,0.0003351742,0.0009016249,0.0004130174],"domain_scores_gemma":[0.9850172,0.005272019,0.0003766217,0.001156311,0.004953057,0.003224928],"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":[0.000146377,0.0004281782,0.003476479,0.0006227865,0.00011189,0.0002845552,0.002398642,0.005170626,0.001031468,0.1290474,0.5871519,0.2701298],"study_design_scores_gemma":[0.0000247658,0.00006956812,0.001989153,0.0008167955,0.00005350327,0.0001979139,0.00308733,0.002894458,0.0008530552,0.02680509,0.9631757,0.00003264319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02482121,0.1438018,0.1301386,0.4297511,0.0380843,0.0003289926,0.003677779,0.001480532,0.2279157],"genre_scores_gemma":[0.2050474,0.2521353,0.2240226,0.02506244,0.01151803,0.0006382417,0.01187353,0.001457326,0.2682451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03812539,"threshold_uncertainty_score":0.07580698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230062939641363,"score_gpt":0.3969656903742484,"score_spread":0.2739593964101121,"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."}}