{"id":"W4393325744","doi":"10.2139/ssrn.4742423","title":"Facts about your startup company profile","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Business; Accounting","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":[0.0007977039,0.0004184342,0.0004059492,0.002041768,0.001632574,0.003714537,0.0005545246,0.005504582,0.1169402],"category_scores_gemma":[0.006605248,0.0002462695,0.0003927242,0.002087183,0.0003612035,0.00328768,0.0009259132,0.004301707,0.09538957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000880548,"about_ca_system_score_gemma":0.001211211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006547988,"about_ca_topic_score_gemma":0.01500044,"domain_scores_codex":[0.9991672,0.00005873889,0.00005449126,0.00004657889,0.0005478946,0.0001251559],"domain_scores_gemma":[0.9958422,0.001159783,0.0004499708,0.0001819148,0.001478473,0.0008877908],"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":[0.00002092276,0.00001462665,0.0006699288,0.00003247272,0.000001543394,0.0002038486,0.00003975951,0.00001162593,0.00006398415,0.0009573631,0.9888593,0.009124708],"study_design_scores_gemma":[0.000007472601,0.00002299718,0.002844487,0.000117816,0.000006261468,0.0003861144,0.0001999025,0.00003353375,0.0001308712,0.0005785486,0.9956593,0.00001281994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008585524,0.008692097,0.0008967487,0.2916716,0.03394315,0.0001165624,0.02042061,0.001104506,0.6345692],"genre_scores_gemma":[0.02728334,0.006926173,0.0005419975,0.05967487,0.01331008,0.00008305608,0.007447918,0.0003282935,0.8844042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1169402,"threshold_uncertainty_score":0.391204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007105751528258,"score_gpt":0.2691928991047685,"score_spread":0.2591218415894859,"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."}}