{"id":"W7036438223","doi":"","title":"Breakthroughs and emerging insights from ongoing design science projects: Research-in-progress papers and poster presentations from the 11th international conference on design science research in information systems and technology (DESRIST) 2016. St. John, Newfoundland, Canada, May 23-25","year":2016,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Face (sociological concept); Design science; Design science research; Grand Challenges; Meaning (existential); Research design","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001098788,0.0002533214,0.000289764,0.002154757,0.0003796476,0.0002292943,0.001113373,0.0004741127,0.000006658004],"category_scores_gemma":[0.0003846785,0.0001908507,0.00001392169,0.00127697,0.00599855,0.0001236643,0.0004915632,0.0005906658,0.000002202444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021214,"about_ca_system_score_gemma":0.002231605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08435461,"about_ca_topic_score_gemma":0.1345899,"domain_scores_codex":[0.9974777,0.000134069,0.0004280606,0.0007522905,0.0007035545,0.0005043498],"domain_scores_gemma":[0.998556,0.000113457,0.000216626,0.0005641825,0.0004705568,0.00007918906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001295404,0.0005191886,0.07464232,0.0005283503,0.0005428924,0.0001977841,0.002256752,0.0001860379,0.6925676,0.09846498,0.02903182,0.09976687],"study_design_scores_gemma":[0.01639588,0.002905954,0.01188889,0.01730539,0.0001427357,0.0002134263,0.01765714,0.009252042,0.1473125,0.01502026,0.7580175,0.00388826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916302,0.0158926,0.004464362,0.02246274,0.003911504,0.007887041,0.0009626212,0.0002274315,0.05256148],"genre_scores_gemma":[0.9945968,0.002537904,0.001908654,0.00003314096,0.00009490832,0.0001417442,0.00006581876,0.00003832288,0.0005826575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7289857,"threshold_uncertainty_score":0.9967065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709541132914459,"score_gpt":0.3282926762944958,"score_spread":0.2711972649653512,"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."}}