{"id":"W2966398048","doi":"","title":"DEMYSTIFYING REFERENCE SYSTEMS","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00239634,0.0008763925,0.00063714,0.003790989,0.001429153,0.005264899,0.001856673,0.001393982,0.010946],"category_scores_gemma":[0.008082537,0.0005158788,0.0007115629,0.003415628,0.001301762,0.003512301,0.004079812,0.0012876,0.004860911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487479,"about_ca_system_score_gemma":0.002366994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395133,"about_ca_topic_score_gemma":0.0125278,"domain_scores_codex":[0.9975383,0.0004854774,0.0002155346,0.0006070202,0.0009494518,0.0002042601],"domain_scores_gemma":[0.9937045,0.0005760822,0.0002315611,0.003091373,0.002291786,0.0001046299],"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":[0.0002020545,0.00006506244,0.006703031,0.000392254,0.0001070602,0.0004856162,0.002762469,0.06634817,0.02766666,0.3366815,0.01516817,0.543418],"study_design_scores_gemma":[0.00005919278,0.0002066535,0.006439738,0.0002591955,0.0001773911,0.0006837544,0.001588771,0.1894042,0.06456768,0.1499238,0.5865356,0.0001540169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03007031,0.0003344429,0.9353552,0.0003341768,0.0002812765,0.0001392769,0.001459292,0.005706985,0.02631906],"genre_scores_gemma":[0.2854834,0.000444007,0.6889865,0.0001496602,0.00007762722,0.0001683646,0.005112459,0.001839879,0.01773796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01395133,"threshold_uncertainty_score":0.03661805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151755779785602,"score_gpt":0.1904084873288871,"score_spread":0.1752329093503269,"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."}}