{"id":"W1888477059","doi":"","title":"Business models in technology-based firms: A cognitive approach to regional differences","year":2010,"lang":"en","type":"article","venue":"Portland International Conference on Management of Engineering and Technology","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Construct (python library); Order (exchange); Business model; Knowledge management; Identification (biology); Work (physics); Cognition; Computer science; Process (computing); Business; Marketing; Psychology; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009542795,0.0001670839,0.0002003897,0.001272807,0.00003877831,0.00005077458,0.0003231815,0.0001016167,0.00002288211],"category_scores_gemma":[0.00005003372,0.0001475604,0.00002060996,0.0007502862,0.0001091694,0.000180144,0.0001788444,0.0002004228,0.000005075677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006911717,"about_ca_system_score_gemma":0.000007343366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003944271,"about_ca_topic_score_gemma":0.00001829185,"domain_scores_codex":[0.9990686,0.000001140667,0.0002264555,0.0003274026,0.0001860889,0.0001902891],"domain_scores_gemma":[0.9995226,0.00001425193,0.00009783216,0.0001335889,0.0002211906,0.00001048643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004292514,0.0001969261,0.07907263,0.000145595,0.0000692783,0.00001045569,0.00001456617,0.001302138,0.0002820214,0.9085014,0.000054907,0.01030709],"study_design_scores_gemma":[0.00571208,0.0002480553,0.4115332,0.003507414,0.0001789846,0.00001752304,0.004576643,0.4384705,0.0004816547,0.122718,0.01059235,0.00196355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965827,0.00004596026,0.001809451,0.005197799,0.0002402914,0.0002595373,0.000004839266,0.0001556888,0.02645945],"genre_scores_gemma":[0.998269,0.00007412021,0.001281432,0.0001513581,0.00004816645,0.0001031763,0.00001598713,0.000009474697,0.00004731619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857834,"threshold_uncertainty_score":0.6017339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275985247594662,"score_gpt":0.232935470921616,"score_spread":0.2053369461621498,"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."}}