{"id":"W4385109528","doi":"","title":"Writing the introduction section in a manuscript","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Section (typography); Computer science; Information retrieval; History; Library 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01358151,0.001693075,0.001724799,0.002760312,0.002028375,0.006653598,0.001419167,0.003717614,0.478402],"category_scores_gemma":[0.1546284,0.000904414,0.001597939,0.000884038,0.001495636,0.003493397,0.003358361,0.006422173,0.3103757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769163,"about_ca_system_score_gemma":0.01304368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076197,"about_ca_topic_score_gemma":0.001470869,"domain_scores_codex":[0.9906198,0.003394113,0.001286013,0.001313077,0.002893784,0.0004932228],"domain_scores_gemma":[0.8221368,0.04384296,0.009479847,0.01070314,0.09995553,0.01388185],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001555485,0.00004252862,0.0003014234,0.0009619502,0.0000247434,0.0001773855,0.0003029315,0.00005129995,0.001293453,0.001835035,0.9670554,0.02779816],"study_design_scores_gemma":[0.0001038446,0.00008364228,0.0007044293,0.000946724,0.00004871512,0.0003898683,0.0003893601,0.0001614329,0.001121091,0.00415814,0.9918467,0.00004606321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"methods","genre_scores_codex":[0.003031516,0.004248206,0.04269211,0.1536994,0.6423636,0.009145765,0.02754004,0.007467889,0.1098115],"genre_scores_gemma":[0.02686821,0.00589102,0.09002555,0.07737706,0.2004864,0.01144738,0.02065098,0.01548089,0.5517725],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9864185,"threshold_uncertainty_score":0.7439962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3306190264648383,"score_gpt":0.4869455414420384,"score_spread":0.1563265149772001,"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."}}