{"id":"W2129545925","doi":"10.1177/2158244014522632","title":"Polar Business Design","year":2014,"lang":"en","type":"article","venue":"SAGE Open","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Stakeholder; Core (optical fiber); Sociology; Knowledge management; Computer science; Business; Management; Economics","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":[0.005111604,0.0009253077,0.0004473811,0.001358377,0.004049577,0.01154473,0.001490137,0.001943902,0.09262031],"category_scores_gemma":[0.009594805,0.0006108449,0.000730383,0.002028746,0.004786746,0.006582705,0.006822953,0.002366164,0.0171419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358841,"about_ca_system_score_gemma":0.003420848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553076,"about_ca_topic_score_gemma":0.002429524,"domain_scores_codex":[0.9949312,0.00353352,0.0001439274,0.0004381411,0.0006720484,0.0002811423],"domain_scores_gemma":[0.9958851,0.001889815,0.0001877994,0.0007731334,0.0007070631,0.0005570701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001539552,0.00006007926,0.0005463257,0.0003049712,0.000008600587,0.0001778476,0.007324494,0.001491538,0.0006686662,0.9045929,0.02921896,0.05545162],"study_design_scores_gemma":[0.00006853909,0.00008967693,0.0002345467,0.0002351868,0.00001076743,0.0002747872,0.006272683,0.002502897,0.0007029126,0.1661236,0.8234605,0.00002408228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01431758,0.0006937677,0.2456251,0.004885231,0.0008378953,0.001131417,0.0007752059,0.0008515108,0.7308822],"genre_scores_gemma":[0.3898093,0.0021642,0.3056686,0.003123617,0.0002469282,0.005230281,0.00158722,0.00154389,0.2906259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09262031,"threshold_uncertainty_score":0.3098458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436889440978073,"score_gpt":0.3294103512663429,"score_spread":0.2857214071685356,"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."}}