{"id":"W6923465440","doi":"10.14279/tuj.eceasst.63.923.180","title":"main.pdf","year":2014,"lang":"fr","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Similarity (geometry); Cosine similarity; clone (Java method); Function (biology); Scalability; Similitude; Quality (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001169517,0.003547383,0.001729745,0.004182609,0.001192916,0.003689868,0.003159875,0.002203948,0.1062386],"category_scores_gemma":[0.00627842,0.0007518823,0.001568437,0.005482126,0.0005178361,0.003013443,0.003112437,0.002560706,0.254826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776326,"about_ca_system_score_gemma":0.002028755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226218,"about_ca_topic_score_gemma":0.03653602,"domain_scores_codex":[0.9981959,0.0002291627,0.0001490741,0.0005339572,0.0005822638,0.0003096015],"domain_scores_gemma":[0.9969592,0.0004113266,0.0002026445,0.001193745,0.000921226,0.0003119227],"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":[0.00005550107,0.00002654375,0.0005052045,0.000182971,0.00001336331,0.0000155566,0.00000964063,0.0001799801,0.0001063059,0.0002624243,0.9938605,0.004781969],"study_design_scores_gemma":[0.0001847151,0.00003411727,0.004149006,0.0001378834,0.00001900545,0.0001188389,0.00006675482,0.001428444,0.001050801,0.001734065,0.9910442,0.0000321899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004420723,0.0001661695,0.0003204959,0.0001648966,0.00009573146,0.00003619622,0.9929876,0.002712207,0.003074628],"genre_scores_gemma":[0.0004974032,0.00005029466,0.0004941081,0.00004767651,0.00001532213,0.00004295924,0.9970024,0.0001523717,0.001697418],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8937614,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104443228198003,"score_gpt":0.2368257162472249,"score_spread":0.2263813934274246,"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."}}