{"id":"W4241733772","doi":"10.5623/cig2015-415","title":"Membership\\ List 2015 / Liste Des Membres 2015","year":2015,"lang":"fr","type":"article","venue":"GEOMATICA","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001955331,0.0003663025,0.0008408287,0.0002780168,0.0003026173,0.0004975043,0.0005742126,0.0002279907,0.02877891],"category_scores_gemma":[0.0007758797,0.000459229,0.0002540132,0.0003796041,0.001064474,0.0009110228,0.0004220504,0.0002023137,0.1230762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559697,"about_ca_system_score_gemma":0.00009929387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589165,"about_ca_topic_score_gemma":0.0003151157,"domain_scores_codex":[0.997157,0.00004019452,0.001004057,0.0007487604,0.0001035435,0.0009464258],"domain_scores_gemma":[0.9980577,0.0001215293,0.0005076454,0.0007389479,0.0001657358,0.0004085036],"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":[0.00001776476,0.0001453185,0.003259656,0.0001728022,0.0001956505,0.00001566463,0.003881523,0.0001324063,4.034736e-7,0.08570351,0.9052867,0.001188605],"study_design_scores_gemma":[0.0008277152,0.00007436551,0.0006005144,0.0001113338,0.00005810831,0.00001815978,0.00421699,0.003682899,0.00001161469,0.05219563,0.9376639,0.0005387332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01333048,0.077694,0.000196402,0.0102071,0.01906026,0.0003230959,0.00109487,0.00009346299,0.8780003],"genre_scores_gemma":[0.04912875,0.001323582,0.003335539,0.0006256304,0.0007816727,0.00003100497,0.00003624605,0.00005249699,0.9446851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09429728,"threshold_uncertainty_score":0.999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060877336295306,"score_gpt":0.2595227900497779,"score_spread":0.1534350564202473,"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."}}