{"id":"W4224984762","doi":"10.3390/jrfm15050202","title":"Risk Management of Startups of Innovative Products","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Business and Economic Development","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Business; Process management; Process (computing); CLARITY; New product development; Product (mathematics); Industrial organization; Marketing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008328402,0.001198821,0.0007879328,0.003065179,0.001100726,0.004565771,0.001341247,0.001107947,0.002131299],"category_scores_gemma":[0.01690659,0.0005130625,0.00110674,0.001094445,0.001011243,0.00319294,0.002925989,0.001059766,0.0004467384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760565,"about_ca_system_score_gemma":0.001994958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127631,"about_ca_topic_score_gemma":0.00068806,"domain_scores_codex":[0.9928181,0.002828431,0.0004792304,0.0008357427,0.002497638,0.0005408962],"domain_scores_gemma":[0.9885206,0.005167638,0.002843926,0.0008335938,0.001936061,0.0006983034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001308226,0.0006627371,0.04877336,0.000797977,0.0005024931,0.001727237,0.004588941,0.3679042,0.02120935,0.1140945,0.002225432,0.4362056],"study_design_scores_gemma":[0.0000804602,0.0008277005,0.02380753,0.0003083602,0.0003318945,0.0006153732,0.002052634,0.8442506,0.0194531,0.09756482,0.01051909,0.0001885372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3039251,0.001900733,0.6731272,0.0005877256,0.00008982259,0.0007752262,0.0001602364,0.0008540534,0.01857979],"genre_scores_gemma":[0.9292156,0.0005735515,0.06693161,0.00003051797,0.00003175009,0.0002015109,0.0001826976,0.00004032609,0.002792276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008328402,"threshold_uncertainty_score":0.04404533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005684718763484074,"score_gpt":0.1753839303466317,"score_spread":0.1696992115831476,"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."}}