{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002245457,0.0008057004,0.0005023059,0.003200653,0.00303666,0.01017863,0.001624325,0.007697286,0.007636521],"category_scores_gemma":[0.003986229,0.000205826,0.0005388537,0.003352572,0.02083582,0.01130105,0.003977344,0.006644926,0.001185104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004271612,"about_ca_system_score_gemma":0.002202618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777807,"about_ca_topic_score_gemma":0.001831044,"domain_scores_codex":[0.9973735,0.0008114312,0.00008488476,0.0002829878,0.0008815284,0.0005657193],"domain_scores_gemma":[0.9947977,0.003051505,0.0004432611,0.0005304426,0.0007002417,0.000476802],"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":[0.000004049134,0.000007577146,0.00005627156,0.00002828834,0.000001470448,0.00007957501,0.0007532858,0.0001079994,0.00004148947,0.9932082,0.001855687,0.003855983],"study_design_scores_gemma":[0.000005943872,0.00002194911,0.000346876,0.00009868801,0.000003183528,0.0002406466,0.002121542,0.0002560407,0.0001241122,0.8513268,0.1454453,0.000008916624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02130924,0.05173,0.01322353,0.1412792,0.003060296,0.0000307624,0.0001006781,0.00007284791,0.7691934],"genre_scores_gemma":[0.8540043,0.06502198,0.002302295,0.01444779,0.009145567,0.00009115152,0.00007868385,0.00005271,0.05485545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01017863,"threshold_uncertainty_score":0.03099287,"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."}}