{"id":"W7100427907","doi":"","title":"ARASH ZAMYADI COMPARAISON DE DIFFERENTES METHODES D'ESTIMATION DE LA","year":2015,"lang":"en","type":"article","venue":"","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Constraint (computer-aided design); Action (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01880354,0.000725275,0.001015305,0.001628685,0.000642174,0.001387028,0.0007329729,0.0008194084,0.003414956],"category_scores_gemma":[0.04478074,0.0004664124,0.001088666,0.001471752,0.0006428227,0.001030396,0.001193306,0.001347307,0.0008410228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057083,"about_ca_system_score_gemma":0.002570343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333574,"about_ca_topic_score_gemma":0.01881284,"domain_scores_codex":[0.9910628,0.006285292,0.0004168864,0.0007679588,0.001249865,0.0002172095],"domain_scores_gemma":[0.9789371,0.01530068,0.0008641869,0.001448054,0.003232369,0.0002177094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005573852,0.0003747914,0.122294,0.001534074,0.001817458,0.0001170639,0.001685832,0.02927691,0.01113607,0.01865233,0.005629101,0.8019084],"study_design_scores_gemma":[0.001804655,0.004478505,0.559123,0.001706558,0.003208495,0.0009030739,0.004265433,0.3023334,0.0327993,0.02253746,0.06632113,0.0005189125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.632764,0.03871488,0.3103349,0.003371154,0.000975573,0.0004738536,0.001046506,0.0008367668,0.01148233],"genre_scores_gemma":[0.8140218,0.01061898,0.1628188,0.0004369217,0.0001938226,0.0003195314,0.001190759,0.0002016659,0.01019775],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02333574,"threshold_uncertainty_score":0.09944379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6418526523493491,"score_gpt":0.5994595183694917,"score_spread":0.04239313397985733,"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."}}