{"id":"W4237380849","doi":"10.5623/cig2015-414","title":"Welcome CIG New Members / Bienvenue aux nouveaux membres de l'ACSG 2015","year":2015,"lang":"fr","type":"article","venue":"GEOMATICA","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.0008915837,0.0004522208,0.001075746,0.0002037223,0.0002124462,0.00002003071,0.0003333415,0.0004294773,0.00116267],"category_scores_gemma":[0.001595337,0.0004269174,0.0001909268,0.0003799548,0.0008742986,0.0001544243,0.0001963156,0.0005997227,0.005443429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000615365,"about_ca_system_score_gemma":0.003130754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008972471,"about_ca_topic_score_gemma":0.0001196939,"domain_scores_codex":[0.9965706,0.0002429202,0.0007733225,0.0004655031,0.0006864396,0.001261195],"domain_scores_gemma":[0.9965199,0.0003313714,0.0002369312,0.0008658833,0.00023128,0.001814611],"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":[0.00009678958,0.0001861512,0.001949876,0.0006213213,0.0003746506,0.00105412,0.007033112,0.0000252118,0.00005442549,0.002202909,0.9835758,0.002825681],"study_design_scores_gemma":[0.003719045,0.00044874,0.0008746844,0.0008050004,0.0008813398,0.0008058589,0.005602478,0.001089965,0.0001177453,0.002236541,0.9830325,0.0003861062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02943728,0.2936084,0.001136674,0.1696768,0.02269532,0.0009916915,0.00004111286,0.0003209909,0.4820917],"genre_scores_gemma":[0.0968503,0.009725432,0.01957462,0.1393614,0.0296017,0.0002201776,0.0002106616,0.0004828357,0.7039729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.283883,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373820119196027,"score_gpt":0.3152080726943244,"score_spread":0.2714698715023642,"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."}}