{"id":"W7132309404","doi":"","title":"ApiYoo: A New Breed of Entrepreneurship","year":2022,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Entrepreneurship; Breed; Work (physics); Set (abstract data type)","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":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0007820478,0.001684169,0.001925757,0.001792825,0.001455541,0.0001573529,0.002582947,0.001148964,0.1034312],"category_scores_gemma":[0.0008838824,0.002026069,0.001522979,0.001717882,0.003263395,0.0004108581,0.001434341,0.002138744,0.007222129],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003925319,"about_ca_system_score_gemma":0.01759222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356828,"about_ca_topic_score_gemma":0.00006731608,"domain_scores_codex":[0.9881127,0.001047852,0.002606148,0.002661105,0.004301416,0.001270748],"domain_scores_gemma":[0.9918468,0.0004157567,0.003198684,0.00297553,0.0004349254,0.001128328],"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":[0.00297273,0.004659728,0.02980476,0.001910697,0.005202854,0.004932981,0.00167296,0.01302129,0.08551881,0.1429709,0.703069,0.004263334],"study_design_scores_gemma":[0.002983129,0.0003813074,0.006550818,0.001077953,0.001028492,0.002370987,0.0001489917,0.00007432366,0.005633708,0.0006586443,0.9773235,0.001768134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007054734,0.01770421,0.000178558,0.00008371005,0.01205472,0.00179569,0.0009785447,0.0004105752,0.9597393],"genre_scores_gemma":[0.1988228,0.000206607,0.000915023,0.00015678,0.004757239,0.0001801539,0.0008114217,0.00118495,0.792965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2742546,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814691834999449,"score_gpt":0.2327909100125932,"score_spread":0.2146439916625988,"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."}}