{"id":"W3123666172","doi":"10.2139/ssrn.3216121","title":"Perspectives on Disruptive Innovations","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Disruptive innovation; Business; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0009032026,0.0001144569,0.00008620087,0.0003601316,0.0004389726,0.0001768209,0.0001906607,0.00003845262,0.0001757564],"category_scores_gemma":[0.0001229373,0.00009763379,0.00003823156,0.001137942,0.00005017903,0.0008835776,0.00003264212,0.0007278158,0.0007532345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508636,"about_ca_system_score_gemma":0.0002355847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007631961,"about_ca_topic_score_gemma":0.0002725098,"domain_scores_codex":[0.9985305,0.000007187827,0.0001808736,0.0001823492,0.0001977652,0.0009012875],"domain_scores_gemma":[0.9989536,0.00001231217,0.0001843037,0.000144466,0.0007006651,0.000004599221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000497792,0.00005717178,0.0009018155,0.000003086158,0.0000466091,4.834426e-7,0.0002884028,0.000001828928,0.0002988607,0.9878165,0.0007899658,0.009745506],"study_design_scores_gemma":[0.0005108313,0.0001786205,0.005633808,0.00002384801,0.00003187489,0.00003090526,0.02308254,0.0001110776,0.0001179344,0.9241204,0.04591288,0.000245338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066474,0.0002758646,0.002949476,0.03110947,0.0007126634,0.0001605972,6.933175e-7,0.000109396,0.05803438],"genre_scores_gemma":[0.9863646,0.00008617618,0.00003818743,0.004645342,0.008032632,0.000003673186,0.000008048105,0.00001918464,0.0008021334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07971716,"threshold_uncertainty_score":0.9681557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320399864465009,"score_gpt":0.2522556746640116,"score_spread":0.2390516760193615,"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."}}