{"id":"W6955358981","doi":"10.58079/nhvi","title":"27th IUGG General Assembly","year":2018,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Social Power and Status Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General assembly; General purpose; General motors; Assembly line","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009537976,0.0002473317,0.0002906945,0.0001404135,0.002233105,0.00046508,0.0005649108,0.0002764191,0.006088286],"category_scores_gemma":[0.0003465307,0.0002692476,0.0001636859,0.0006488003,0.0007874647,0.00746467,0.0001083454,0.0002334726,0.003086065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146154,"about_ca_system_score_gemma":0.0004489749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344256,"about_ca_topic_score_gemma":0.02190159,"domain_scores_codex":[0.9970633,0.0003644331,0.0004084456,0.0005043798,0.0009321516,0.0007272934],"domain_scores_gemma":[0.9983027,0.0001508606,0.0001920925,0.0003409467,0.0006286495,0.0003847687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005036031,0.0001630094,0.0007501366,0.000007284448,0.00004360216,0.00001809866,0.002340278,0.00000619846,0.000196345,0.9174538,0.073264,0.005706834],"study_design_scores_gemma":[0.001110926,0.0003294522,0.04307621,0.00005335598,0.00006874376,0.000007841182,0.003449993,0.0002983942,0.0005101755,0.03198694,0.9182666,0.0008413761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09422889,0.0001112643,0.006571913,0.05090418,0.009464768,0.000977149,0.0003087227,0.0005493831,0.8368837],"genre_scores_gemma":[0.9502479,0.0001673388,0.001985138,0.02492614,0.006672738,0.0001368675,0.0004472109,0.00004298115,0.01537369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854669,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132511152411366,"score_gpt":0.3124140164926757,"score_spread":0.291088904968562,"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."}}