{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003752159,0.00104761,0.0008743114,0.001473636,0.003489627,0.007132134,0.001409963,0.008681959,0.448348],"category_scores_gemma":[0.01168583,0.000478076,0.001100263,0.0005938182,0.001223826,0.002683015,0.006231607,0.007810958,0.1801637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002433035,"about_ca_system_score_gemma":0.008394337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442621,"about_ca_topic_score_gemma":0.02174837,"domain_scores_codex":[0.9969594,0.0004961102,0.00009566967,0.0003110785,0.001253215,0.0008844678],"domain_scores_gemma":[0.9803709,0.001574039,0.0004578552,0.0005041015,0.004417809,0.01267529],"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":[0.00004573535,0.00002268715,0.0002317864,0.00004043493,0.00000316412,0.0001240653,0.00006198281,0.00001346217,0.0001114553,0.001284053,0.9893234,0.008737627],"study_design_scores_gemma":[0.00001609377,0.00001899361,0.0007422306,0.00006288066,0.000002589051,0.00006987002,0.0002716658,0.00002097803,0.00004330008,0.0003535552,0.9983922,0.00000560486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002797242,0.007569436,0.000796939,0.4268966,0.336936,0.0002541246,0.001920849,0.0008541855,0.2219746],"genre_scores_gemma":[0.007235136,0.001642357,0.0004951072,0.04108577,0.02655427,0.0001130641,0.0006261162,0.0002568172,0.9219914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.448348,"threshold_uncertainty_score":0.7868645,"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."}}