{"id":"W2147535477","doi":"10.1190/tle23050458.1","title":"Some thoughts on the review of SEG's dues structure","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Executive committee; Political science; Library science; Public administration; Operations research; Management; Engineering; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055889,0.00006102114,0.00008680185,0.00001124518,0.00009803414,0.00001251986,0.0001103357,0.0000127416,0.00005207869],"category_scores_gemma":[0.000006367778,0.00002768246,0.00005067195,0.00008678861,0.00003975209,0.00005652169,0.00001216431,0.00008533267,0.00006619099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009804779,"about_ca_system_score_gemma":0.00001633123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000446034,"about_ca_topic_score_gemma":0.000001108703,"domain_scores_codex":[0.9996543,0.00003833063,0.00008713089,0.00006282372,0.00008933512,0.000068109],"domain_scores_gemma":[0.9996551,0.00004195028,0.00007492845,0.0001944729,0.00002213743,0.00001143487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007166805,0.00003856704,0.0002526242,0.000155305,0.00005662243,1.830283e-7,0.002295649,0.0007246001,0.005062182,0.9575683,0.02661544,0.007223337],"study_design_scores_gemma":[0.0009657223,0.000120328,0.003571636,0.006463132,0.0001429927,0.000002166892,0.001227662,0.0001533724,0.3024954,0.536065,0.1483192,0.0004733704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805542,0.01389513,0.00431106,0.1670967,0.003231907,0.002067823,0.00006305218,0.0001742772,0.02860576],"genre_scores_gemma":[0.996412,0.0001084038,0.00003434442,0.0006199863,0.00165603,0.000004917449,0.000009935427,0.000007072226,0.001147251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4215034,"threshold_uncertainty_score":0.1128858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990548712113673,"score_gpt":0.2707018877586996,"score_spread":0.2507964006375629,"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."}}