{"id":"W7098164046","doi":"","title":"FACULTÉ DES ÉTUDES SUPÉRIEURES","year":2014,"lang":"en","type":"article","venue":"","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00403059,0.001445427,0.001666685,0.002795599,0.003769079,0.007225499,0.001325489,0.002548402,0.2850604],"category_scores_gemma":[0.01534954,0.0004213638,0.0008659171,0.002831825,0.001715676,0.002340286,0.005157154,0.004866919,0.1203026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181419,"about_ca_system_score_gemma":0.0156143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03718647,"about_ca_topic_score_gemma":0.03505637,"domain_scores_codex":[0.9937837,0.001005522,0.0002611518,0.0009775072,0.002595673,0.001376506],"domain_scores_gemma":[0.9886286,0.001607434,0.0007066039,0.0006996853,0.003155537,0.005202021],"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":[0.0002853475,0.0001975129,0.006653036,0.0005415223,0.00003152095,0.0005179813,0.001364484,0.0004393192,0.001215757,0.07204598,0.7069849,0.2097227],"study_design_scores_gemma":[0.00001634437,0.00002291468,0.00562792,0.0001419604,0.000003050112,0.0001842008,0.0001844729,0.0001008807,0.0002945191,0.002360457,0.9910494,0.00001384786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01253636,0.0505108,0.004795237,0.121207,0.01595748,0.0003026168,0.0107554,0.001707664,0.7822275],"genre_scores_gemma":[0.05276771,0.01459875,0.004993368,0.007996017,0.003906236,0.0003337617,0.003438615,0.0006750942,0.9112905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7149396,"threshold_uncertainty_score":0.9536222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009465576246912955,"score_gpt":0.2604670751469484,"score_spread":0.2510014989000355,"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."}}