{"id":"W3095546965","doi":"10.22215/timreview/1394","title":"A Systematic Analysis of how Practitioners Articulate Business Models across Disruptive Industries","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disruptive innovation; Phenomenon; Business model; Business; Disruptive technology; Business analysis; Marketing; Engineering; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0005870236,0.0002516668,0.0008532995,0.001177743,0.0001219141,0.0001393597,0.0005379615,0.0001304608,0.0001022689],"category_scores_gemma":[0.0007706859,0.0002127104,0.00008385379,0.03732852,0.0001801279,0.001810038,0.00045533,0.0001798701,0.00007784303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852738,"about_ca_system_score_gemma":0.00001219687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001564364,"about_ca_topic_score_gemma":0.000004608886,"domain_scores_codex":[0.9980394,0.00001532775,0.0008856493,0.0004249166,0.0003709405,0.0002637481],"domain_scores_gemma":[0.9968128,0.0000239587,0.00132679,0.0005359126,0.001293105,0.000007441797],"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":[0.00001960935,0.0001360669,0.001373187,0.1489824,0.002609739,0.00002262887,0.00005165894,0.0009590926,0.0001502526,0.8273652,0.006822121,0.01150802],"study_design_scores_gemma":[0.004694083,0.0001765561,0.01811619,0.249641,0.097041,0.00003552593,0.02170032,0.2170607,0.002125766,0.06345833,0.3178107,0.008139803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1138436,0.02289995,0.5594664,0.2823684,0.0006768095,0.009930763,0.0001305948,0.002447654,0.008235835],"genre_scores_gemma":[0.9871908,0.004422105,0.0005323733,0.006843427,0.00006830646,0.0003132395,0.0004662435,0.00002560479,0.0001378758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8733472,"threshold_uncertainty_score":0.9831336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062653656452616,"score_gpt":0.3301152662470391,"score_spread":0.2238499006017776,"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."}}