{"id":"W2079122630","doi":"10.1190/tle28080988.1","title":"DGS's annual meeting and awards ceremony","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Ceremony; Honor; Opening ceremony; State (computer science); History; Library science; Management; Political science; Operations research; Engineering; Law; Computer science; Archaeology","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":[0.00262969,0.001328592,0.0006884335,0.001133098,0.003119316,0.004447875,0.0009634781,0.00299671,0.153861],"category_scores_gemma":[0.003276724,0.0002612351,0.0006999369,0.0009312282,0.0007040553,0.00143525,0.003585414,0.00360494,0.09232405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411186,"about_ca_system_score_gemma":0.002982035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015933,"about_ca_topic_score_gemma":0.02438798,"domain_scores_codex":[0.9984067,0.0001735751,0.00006621342,0.0001441807,0.0008247229,0.0003847444],"domain_scores_gemma":[0.9978744,0.0001003335,0.00009483448,0.00009630219,0.0008195904,0.001014535],"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":[0.00003163224,0.0000228192,0.0003218722,0.00002261271,0.0000033964,0.00009196419,0.0000406357,0.00002660964,0.0001065237,0.0006295293,0.9891381,0.009564283],"study_design_scores_gemma":[0.000004854439,0.0000151129,0.0008833941,0.00001557577,0.000001508495,0.00002127214,0.0001357984,0.00002173296,0.00003853764,0.00009944009,0.9987588,0.000003913536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008808719,0.005363653,0.001025654,0.1529453,0.2743428,0.0003908193,0.007726818,0.001021708,0.5483746],"genre_scores_gemma":[0.02036348,0.002745108,0.000644416,0.008922405,0.01726653,0.0001442692,0.002809465,0.0003766072,0.9467278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.153861,"threshold_uncertainty_score":0.5147161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013721250576278,"score_gpt":0.3019262486488154,"score_spread":0.2817890361430526,"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."}}