{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630721,0.00004704189,0.00009788808,0.00002127145,0.0006213306,0.0001432257,0.0006094102,0.000118757,0.0002830014],"category_scores_gemma":[0.0002943573,0.00004507453,0.00002184583,0.0005183217,0.0001792732,0.0002491342,0.00009545072,0.00007358051,0.00009288632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000035456,"about_ca_system_score_gemma":0.0001150344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309931,"about_ca_topic_score_gemma":0.0009800079,"domain_scores_codex":[0.9993427,0.0001413298,0.00008335406,0.0001253087,0.0001208761,0.0001864533],"domain_scores_gemma":[0.9995998,0.00005141892,0.00004070971,0.0001653652,0.0001175991,0.00002512632],"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":[0.00001061048,0.00008261333,0.004855314,0.000009632926,0.0001304384,0.000002574648,0.02414678,0.000008612452,0.0006161642,0.8842399,0.04548422,0.04041314],"study_design_scores_gemma":[0.0003580656,0.00002729887,0.009694178,0.00001095612,0.00005290898,4.723097e-7,0.006799332,0.00002825597,0.0003359166,0.06504705,0.917401,0.0002445565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02048524,0.0001996156,0.1397786,0.02873795,0.0009482366,0.001500682,0.000006813963,0.0004525101,0.8078903],"genre_scores_gemma":[0.9768802,0.00004993734,0.008318601,0.001508168,0.0002223287,0.00002155346,0.00000390774,0.000009665687,0.01298563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.956395,"threshold_uncertainty_score":0.4778835,"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."}}