{"id":"W1909070694","doi":"10.1111/jpim.12232","title":"Building a Measurement Model for Market Visioning Competence and Its Proposed Antecedents: Organizational Encouragement of Divergent Thinking, Divergent Thinking Attitudes, and Ideational Behavior","year":2014,"lang":"en","type":"article","venue":"Journal of Product Innovation Management","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Divergent thinking; Competence (human resources); Convergent thinking; Openness to experience; Psychology; Realm; Cognition; Critical thinking; Knowledge management; Social psychology; Pedagogy; Creativity; Political science; Creative thinking; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007902172,0.0008108338,0.0004647439,0.002540184,0.001101749,0.002948982,0.001098478,0.00138264,0.003158864],"category_scores_gemma":[0.02548678,0.0005060264,0.0008717369,0.001645923,0.002342877,0.003703502,0.002350213,0.002212079,0.0004019456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459859,"about_ca_system_score_gemma":0.005435134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387341,"about_ca_topic_score_gemma":0.004934276,"domain_scores_codex":[0.9960633,0.002206057,0.0003389705,0.0004259211,0.0007113859,0.0002542998],"domain_scores_gemma":[0.980592,0.01166991,0.002889386,0.001276151,0.0027579,0.0008146221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001560267,0.002982415,0.695977,0.0006222276,0.0003461022,0.0003487589,0.01044026,0.01425924,0.004083473,0.1994437,0.001693621,0.0696472],"study_design_scores_gemma":[0.0002941905,0.001676706,0.5833542,0.0008287643,0.0003879162,0.0007071269,0.01297519,0.213822,0.003845798,0.1742975,0.0075657,0.0002448456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7660992,0.0002060859,0.1872742,0.002355203,0.00007096565,0.003224012,0.0007000605,0.0002520828,0.03981828],"genre_scores_gemma":[0.9392083,0.00008221252,0.05781851,0.00008419955,0.00001263134,0.002042272,0.0002972608,0.000008675538,0.0004458654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007902172,"threshold_uncertainty_score":0.0417912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442712434539116,"score_gpt":0.2590664524125728,"score_spread":0.2246393280671816,"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."}}