{"id":"W4253166488","doi":"10.13111/2066-8201.2018.10.2.1","title":"Foreword","year":2018,"lang":"en","type":"article","venue":"INCAS BULLETIN","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00125159,0.0009914299,0.0008389989,0.002143363,0.002570261,0.005640076,0.001645022,0.003713413,0.5156332],"category_scores_gemma":[0.01147478,0.0003084486,0.0006657052,0.001143133,0.0007131351,0.002714539,0.002537864,0.004537861,0.551288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965392,"about_ca_system_score_gemma":0.003813199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899771,"about_ca_topic_score_gemma":0.01008401,"domain_scores_codex":[0.9987493,0.0001339957,0.0000600903,0.0001513649,0.0007434349,0.0001618099],"domain_scores_gemma":[0.9942624,0.0007438957,0.0002109342,0.0003718266,0.003215504,0.001195344],"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":[0.00000454179,0.000003759922,0.00001202122,0.00001993254,3.96426e-7,0.00000961806,0.000004438696,0.000003015391,0.00001864359,0.0005022626,0.9908465,0.008574871],"study_design_scores_gemma":[0.00000257036,0.000003815574,0.0000667812,0.00005264988,0.000001116126,0.00002376547,0.00001986755,0.000007754068,0.00003985722,0.0004839566,0.9992956,0.000002129286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0002932624,0.006556279,0.0008962122,0.08750528,0.3185239,0.000225981,0.002183013,0.001138496,0.5826776],"genre_scores_gemma":[0.001011472,0.001625027,0.0002618989,0.02013186,0.02099712,0.00008326341,0.0008088461,0.0003286947,0.9547518],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5156332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473802890167924,"score_gpt":0.2651151154259045,"score_spread":0.2503770865242252,"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."}}