{"id":"W4408759025","doi":"10.1007/978-3-658-47337-2_13","title":"Storyline: So führen Sie Ihr Publikum mit Ihrem Science Pitch","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red Deer College","funders":"","keywords":"Art; Humanities; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001477672,0.001147404,0.0009145678,0.003523941,0.001451445,0.01152915,0.002628906,0.0007841929,0.0148173],"category_scores_gemma":[0.001283856,0.001157194,0.0003059466,0.002618491,0.002788238,0.008115672,0.002606743,0.001192885,0.01185932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387439,"about_ca_system_score_gemma":0.001418091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003142567,"about_ca_topic_score_gemma":0.00006832562,"domain_scores_codex":[0.9934136,0.000006012322,0.00160543,0.001760793,0.002017984,0.001196177],"domain_scores_gemma":[0.992826,0.0001833069,0.001234983,0.001474121,0.004206706,0.00007483127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001994381,0.00006381112,0.0007358683,0.000308087,0.0001498187,0.000018308,0.000009957078,0.000004619356,0.00002230483,0.7175114,0.2651543,0.01600154],"study_design_scores_gemma":[0.0004680523,0.0000174889,0.0001702306,0.0006725556,0.0002394538,0.000001704202,0.0001355154,0.0003427317,0.0001059089,0.01558306,0.9810362,0.001227108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001597425,0.0008578292,0.0005820378,0.008581223,0.007485417,0.0008585082,0.0000706827,0.0005935284,0.9808111],"genre_scores_gemma":[0.03156387,0.00006895519,0.0003412803,0.008411856,0.003727575,0.0000376836,0.000498748,0.0001353336,0.9552147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7158819,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152462980179171,"score_gpt":0.2425878834390458,"score_spread":0.2110632536372541,"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."}}