{"id":"W4408759017","doi":"10.1007/978-3-658-47337-2_4","title":"Vom Elevator Pitch zum Science Pitch","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red Deer College","funders":"","keywords":"Elevator; Computer science; Aerospace engineering; Engineering","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005155122,0.0007452088,0.0007446351,0.0004006255,0.001911159,0.0007838708,0.001505842,0.0008118313,0.0392258],"category_scores_gemma":[0.0000657272,0.0006755955,0.0004878323,0.0001023578,0.006418187,0.0001477654,0.001015551,0.001300904,0.002765195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301308,"about_ca_system_score_gemma":0.0006163839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004609576,"about_ca_topic_score_gemma":0.0003756557,"domain_scores_codex":[0.9963803,0.00001032186,0.0007441284,0.001200651,0.0007835875,0.0008809932],"domain_scores_gemma":[0.9973522,0.0001601002,0.0003012956,0.001274663,0.0007311254,0.0001805981],"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":[0.000005449913,0.000054969,0.00003877934,0.00006964534,0.0001600415,0.0000146424,0.001286943,6.275614e-8,0.00004256239,0.9466467,0.04465986,0.007020306],"study_design_scores_gemma":[0.0002647834,0.0001176502,0.00001500436,0.0002158931,0.0002306044,0.000002925457,0.0008027127,0.00007985037,0.0001849969,0.1131197,0.8842703,0.0006956501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005429593,0.002704343,0.0001128694,0.002809864,0.003974003,0.0005166364,0.0002714974,0.0003586831,0.9887092],"genre_scores_gemma":[0.04280884,0.003314699,0.0005476874,0.00154532,0.00115081,0.00002232379,0.00005446713,0.00006609152,0.9504898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8396104,"threshold_uncertainty_score":0.9995695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668123597331632,"score_gpt":0.2302254128485222,"score_spread":0.2135441768752059,"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."}}