{"id":"W6888979050","doi":"10.25318/2710005601-eng","title":"Innovation and business strategy, percentage of workers affected by organizational innovations introduced","year":2019,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Organizational learning; Manufacturing; Organizational structure","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":[0.0003050455,0.0004709235,0.0005038553,0.0007670904,0.0001570807,0.0001079419,0.000285537,0.0002812211,0.0005668889],"category_scores_gemma":[0.002311707,0.0005524159,0.000009066711,0.004370927,0.0001455729,0.0002054337,0.00008575047,0.0003801446,0.00001795225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008049335,"about_ca_system_score_gemma":0.00229651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07283162,"about_ca_topic_score_gemma":0.2346327,"domain_scores_codex":[0.9968344,0.000113297,0.0009912141,0.0005799899,0.001162004,0.0003190705],"domain_scores_gemma":[0.9940096,0.0003643874,0.001260378,0.0004843553,0.00380941,0.00007187272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000256252,0.0001183784,0.0003320654,0.0005930701,0.00009519789,0.000004548513,0.00001687608,0.00005915616,0.006486608,0.001690084,0.9901497,0.0004287221],"study_design_scores_gemma":[0.002784679,0.0002686011,0.5413107,0.001424392,0.001175798,0.00004057749,0.001520184,0.0007832096,0.002474792,0.000909787,0.4435669,0.003740414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005227513,0.00004730416,0.00186898,0.00007457683,0.0005126189,0.0007258435,0.991502,0.00002514082,0.00001597406],"genre_scores_gemma":[0.01800891,0.00002810002,0.0005657281,0.00003912659,0.00007941469,0.00002777687,0.9808526,0.0001022945,0.0002960644],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5465828,"threshold_uncertainty_score":0.9996927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007109282107679787,"score_gpt":0.2597527494003988,"score_spread":0.252643467292719,"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."}}