{"id":"W6910444079","doi":"10.4230/lipics.giscience.2023","title":"LIPIcs, Volume 277, GIScience 2023, Complete Volume","year":2023,"lang":"en","type":"other","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Volume (thermodynamics); Work (physics); Field (mathematics); Geographic information system; Compression (physics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005262197,0.001772716,0.0007851432,0.003954757,0.001454048,0.007457625,0.001105958,0.001511157,0.7140528],"category_scores_gemma":[0.002690593,0.0006728836,0.0005205289,0.00471976,0.000600843,0.003901045,0.001885059,0.001644882,0.6095653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990383,"about_ca_system_score_gemma":0.003060303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323912,"about_ca_topic_score_gemma":0.0454096,"domain_scores_codex":[0.9994948,0.00004433927,0.0000247988,0.00005650948,0.000331879,0.00004778024],"domain_scores_gemma":[0.9991241,0.0001556973,0.00004080245,0.0000740287,0.0004452685,0.0001600878],"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":[0.00000935517,0.000004032105,0.0000216452,0.00005363072,0.00000119077,0.000007350748,0.00001275389,0.0000734813,0.00009399379,0.001856028,0.9808891,0.01697738],"study_design_scores_gemma":[0.000003120591,0.00000214777,0.00008914157,0.00002145229,9.036032e-7,0.00001417805,0.00002867374,0.00007018757,0.00009416528,0.001035325,0.9986375,0.000003188002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002179165,0.001047715,0.002529306,0.001172647,0.001283121,0.00007629508,0.01283052,0.004093401,0.9767489],"genre_scores_gemma":[0.0007551945,0.0009046773,0.001094728,0.0002688121,0.0003006957,0.00005934951,0.006743224,0.002480317,0.987393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2859472,"threshold_uncertainty_score":0.407869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574521110855195,"score_gpt":0.2564393032368838,"score_spread":0.2306940921283319,"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."}}