{"id":"W4255189965","doi":"10.1016/s0151-9107(01)90001-7","title":"Preface","year":2001,"lang":"fr","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230001,0.0007993977,0.0005288412,0.00325083,0.0028196,0.002979034,0.001079858,0.0008574415,0.4473026],"category_scores_gemma":[0.01022702,0.0002304368,0.0005161055,0.001861082,0.0005528313,0.001997569,0.001957758,0.002321379,0.2912883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210191,"about_ca_system_score_gemma":0.002425981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007759725,"about_ca_topic_score_gemma":0.009478489,"domain_scores_codex":[0.9992139,0.00009173079,0.00004289113,0.0001222776,0.0004535682,0.00007555347],"domain_scores_gemma":[0.9953004,0.0006015735,0.0001501717,0.0004079631,0.002971438,0.0005684134],"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":[0.00002925902,0.00001500023,0.00009695232,0.00006486841,0.000001694944,0.00003433469,0.00005474735,0.00004005482,0.00009846284,0.004582467,0.9636698,0.03131222],"study_design_scores_gemma":[0.000002928822,0.000006532359,0.000228574,0.00006091905,0.000001268118,0.00002381419,0.00005278941,0.00001310713,0.00007805505,0.00168622,0.9978427,0.000003141431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001458267,0.009323367,0.005634024,0.02856806,0.1937121,0.0005633933,0.01372018,0.001538868,0.7454818],"genre_scores_gemma":[0.00406441,0.002678822,0.001299304,0.004562151,0.01254065,0.0001836161,0.005485396,0.0005274147,0.9686582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4473026,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06799368715766771,"score_gpt":0.3280258930309065,"score_spread":0.2600322058732388,"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."}}