{"id":"W4248172357","doi":"10.1080/14926150609556706","title":"Nouvelles brèves","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002460838,0.001133145,0.0005878875,0.002108307,0.005600877,0.008517276,0.001184401,0.002528643,0.08791257],"category_scores_gemma":[0.006809667,0.0004835162,0.0007350326,0.001686863,0.00467863,0.003918628,0.003193169,0.003843466,0.02409601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00687339,"about_ca_system_score_gemma":0.005033338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06782538,"about_ca_topic_score_gemma":0.1069849,"domain_scores_codex":[0.9973126,0.0005484758,0.0001280592,0.0004051615,0.001208302,0.0003973816],"domain_scores_gemma":[0.9974418,0.0004402312,0.0001528348,0.0004314645,0.001236721,0.0002969737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023775,0.0000511759,0.0005684725,0.0001838761,0.00002103668,0.0002677156,0.00124766,0.0002095082,0.0007266362,0.5000306,0.3176765,0.1789145],"study_design_scores_gemma":[0.000003126254,0.000006021296,0.0003001679,0.00009594409,0.00000296277,0.000132975,0.0002229644,0.0000328923,0.0001419535,0.008209219,0.9908444,0.000007404351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007543811,0.05577187,0.004845637,0.07280438,0.02676816,0.0000452834,0.000751581,0.00047853,0.8309907],"genre_scores_gemma":[0.0471701,0.02072209,0.003281868,0.008437212,0.003983537,0.00006410611,0.0004415234,0.0003309267,0.9155687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08791257,"threshold_uncertainty_score":0.2940968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007802391495755454,"score_gpt":0.206034595101714,"score_spread":0.1982322036059586,"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."}}