{"id":"W2794840640","doi":"","title":"Méthodes de régression robuste","year":2018,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.02321024,0.003796383,0.004143348,0.003368339,0.0010328,0.004488267,0.004896267,0.003183749,0.01452168],"category_scores_gemma":[0.07414765,0.001728136,0.006180137,0.003308595,0.002279596,0.003390979,0.003979702,0.008437796,0.007602512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074132,"about_ca_system_score_gemma":0.003629632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008565405,"about_ca_topic_score_gemma":0.005171122,"domain_scores_codex":[0.9801955,0.01104495,0.001240507,0.003603563,0.003293215,0.0006222514],"domain_scores_gemma":[0.9653113,0.02477461,0.001721048,0.004349518,0.003601632,0.0002418737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000444258,0.0001457563,0.002588919,0.001426356,0.001470553,0.0002867303,0.0003316805,0.4159061,0.003583871,0.2061568,0.01150475,0.3561543],"study_design_scores_gemma":[0.00008282013,0.0001381117,0.001245463,0.0002671099,0.0001707941,0.0001700335,0.00008361685,0.8749378,0.003277989,0.08572503,0.0337621,0.0001391149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007365851,0.0007337666,0.9963883,0.0002223057,0.0001319061,0.00009204008,0.0003014087,0.0005895566,0.0008039966],"genre_scores_gemma":[0.07914435,0.003318335,0.896726,0.000453987,0.0009029221,0.002208646,0.002549302,0.00209385,0.01260262],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02321024,"threshold_uncertainty_score":0.122749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696748365150013,"score_gpt":0.2529704627922184,"score_spread":0.2260029791407182,"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."}}