{"id":"W7069889364","doi":"","title":"Editorial Introduction","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.004339313,0.001763686,0.001330463,0.003128151,0.002231679,0.00645623,0.001869377,0.00927528,0.1172165],"category_scores_gemma":[0.02029199,0.0007148928,0.001830246,0.001000819,0.001249905,0.002568083,0.002271707,0.009142875,0.05208953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312165,"about_ca_system_score_gemma":0.003141068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927188,"about_ca_topic_score_gemma":0.004357087,"domain_scores_codex":[0.9968219,0.0004751681,0.0002324189,0.0004442145,0.001555264,0.0004710927],"domain_scores_gemma":[0.9845098,0.00288431,0.001008093,0.0007698717,0.007249557,0.003578251],"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":[0.0000143372,0.000003343514,0.00001102589,0.00006406219,0.000003644256,0.0000393239,0.000004716841,0.000005531412,0.00002465568,0.0001509148,0.9961696,0.0035088],"study_design_scores_gemma":[0.00002558895,0.00001035038,0.0001276561,0.0001596982,0.000009545191,0.00006509811,0.00001812506,0.00001696322,0.00004505573,0.0003676088,0.9991478,0.000006578652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004741026,0.002579565,0.00007303815,0.03131941,0.9572874,0.00003100237,0.0001421187,0.00007866105,0.008441478],"genre_scores_gemma":[0.00108839,0.003439446,0.000158135,0.04637365,0.8784877,0.00005972447,0.0002371993,0.0001237228,0.07003205],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1172165,"threshold_uncertainty_score":0.3921282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007905742106210567,"score_gpt":0.2706526652262395,"score_spread":0.2627469231200289,"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."}}