{"id":"W3124658856","doi":"10.1002/sej.3","title":"The formation of opportunity beliefs: overcoming ignorance and reducing doubt","year":2007,"lang":"en","type":"article","venue":"Strategic Entrepreneurship Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ignorance; Action (physics); Cognition; Window of opportunity; Opportunity cost; Business opportunity; Matching (statistics); Psychology; Social psychology; Business; Epistemology; Economics; Marketing; Microeconomics; Computer science","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":[0.00189046,0.000183614,0.0002040194,0.0001338043,0.0008417238,0.0004941319,0.0002842822,0.00005572699,0.00004499459],"category_scores_gemma":[0.0002375722,0.0001273626,0.00009241135,0.0002798697,0.0001856728,0.001243757,0.0001099848,0.0003247736,0.000006417808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438498,"about_ca_system_score_gemma":0.00003393221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619087,"about_ca_topic_score_gemma":0.000170427,"domain_scores_codex":[0.9983222,0.00002872616,0.0006458653,0.0001975182,0.0003697412,0.0004359695],"domain_scores_gemma":[0.998524,0.0002252057,0.0007421884,0.0002097782,0.0002488387,0.00005004574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008327821,0.0003028082,0.7027725,0.001029245,0.0002475075,0.0002141466,0.002767372,0.001084347,0.01062199,0.1458921,0.0025421,0.1316931],"study_design_scores_gemma":[0.007859276,0.0004857242,0.3858426,0.003279053,0.0007908098,0.001409871,0.07858964,0.002706659,0.02034614,0.4525929,0.04313868,0.002958665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793987,0.001766982,0.0001167397,0.001097538,0.0005519317,0.0001269537,0.000001473739,0.00003056895,0.01690912],"genre_scores_gemma":[0.9974955,0.001159678,0.00004530364,0.0002988066,0.0009178318,0.000001910286,0.000002102915,0.00001201779,0.00006684623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169299,"threshold_uncertainty_score":0.6473944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451010665386133,"score_gpt":0.2621260319659894,"score_spread":0.2176159253121281,"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."}}