{"id":"W6969595151","doi":"10.5683/sp/saxeqp","title":"Survey of Innovation and Business Strategy 2007-2009: Operational Activities Table 13 [Canada] [Excel]","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Corporate Social Responsibility and Sustainability","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Production (economics); Technology strategy; Government (linguistics); Strategic management; Table (database); Innovation management; Information technology; Product innovation; Product management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001583952,0.000264638,0.0004519393,0.000332791,0.0002248635,0.000294377,0.0002389461,0.0002319607,0.00009663709],"category_scores_gemma":[0.00365107,0.0002705079,0.00002298365,0.00220021,0.0001614699,0.0006737745,0.0002204844,0.0002152101,0.000004535132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138593,"about_ca_system_score_gemma":0.002756401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947456,"about_ca_topic_score_gemma":0.9916996,"domain_scores_codex":[0.9981686,0.00007189488,0.00059402,0.0003856873,0.0005134334,0.0002663416],"domain_scores_gemma":[0.9963145,0.000291015,0.000506821,0.000382083,0.00249251,0.00001310153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000111131,0.00005348565,0.003155895,0.0008282875,0.00003174817,0.00001007792,0.000003157403,0.00007771132,0.000001371662,0.0008929423,0.9941001,0.0007341168],"study_design_scores_gemma":[0.0001554635,0.00000555899,0.3435856,0.00002947455,0.0000301523,2.160565e-7,0.0001563436,0.00007520983,8.528806e-7,0.001098841,0.6546455,0.0002167787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01300054,0.00006183826,0.000007894269,0.000243804,0.0002682991,0.0003661964,0.9856395,0.00003140422,0.0003805758],"genre_scores_gemma":[0.00475546,0.0000458845,0.000002355117,0.0003125638,0.0004688881,0.00002598321,0.9940271,0.00002137871,0.000340331],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3404297,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460408514623502,"score_gpt":0.2623816325668133,"score_spread":0.2277775474205783,"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."}}