{"id":"W4235697710","doi":"10.1139/o07-905a","title":"Introduction: Message from the special editors / Introduction : Message des éditeurs spéciaux","year":2007,"lang":"fr","type":"article","venue":"Biochemistry and Cell Biology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Message broker; Computer science; Computer network","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003494454,0.002174137,0.002327912,0.001764835,0.001959704,0.00407469,0.002284961,0.01275578,0.03445202],"category_scores_gemma":[0.02557939,0.0008223001,0.001658549,0.0006539499,0.001033067,0.003005667,0.001921656,0.0109389,0.03274492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375919,"about_ca_system_score_gemma":0.002332872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930678,"about_ca_topic_score_gemma":0.002969588,"domain_scores_codex":[0.9967397,0.0005025137,0.0004858116,0.0004960416,0.001439261,0.0003366702],"domain_scores_gemma":[0.9746366,0.005958833,0.002195418,0.0007274848,0.01353816,0.002943505],"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":[0.00003715223,0.000007317125,0.00005370917,0.00007105342,0.000004326072,0.00005532078,0.000007070256,0.000007177968,0.00005372777,0.00007154932,0.9971589,0.002472714],"study_design_scores_gemma":[0.00005988308,0.0000690352,0.001157621,0.0002123254,0.00003733836,0.0003002604,0.0000571416,0.0001083997,0.000354374,0.0003984224,0.9972149,0.00003027278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001395494,0.002211486,0.0001581302,0.1489221,0.8459044,0.00004498947,0.0002324832,0.0001458624,0.002240977],"genre_scores_gemma":[0.002062825,0.003126134,0.0003407015,0.1906414,0.7555799,0.0001344995,0.0003966487,0.0001721317,0.04754572],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9959253,"threshold_uncertainty_score":0.1152535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575108440575354,"score_gpt":0.2286161465526536,"score_spread":0.2128650621469001,"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."}}