{"id":"W2772823086","doi":"10.20374/238","title":"Knowledge Intermediation Strategies: Novel Evidence from Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002541273,0.00005770338,0.00006466226,0.00002791283,0.0001573295,0.00009074689,0.0002626964,0.00002983429,0.001555736],"category_scores_gemma":[0.0003181752,0.00003940864,0.00001864519,0.0001167577,0.00006120851,0.0005717602,0.0000663924,0.00002789896,0.0001493793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621916,"about_ca_system_score_gemma":0.0007132261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8015553,"about_ca_topic_score_gemma":0.9945504,"domain_scores_codex":[0.9993276,0.00003675929,0.0001102183,0.0001574951,0.000182163,0.0001857359],"domain_scores_gemma":[0.9993443,0.0003725935,0.00003358122,0.0001074067,0.00007142144,0.00007072859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003174241,0.0001342204,0.1249253,0.00003701546,0.0001074334,0.000008884479,0.05629497,0.000003276479,0.01381169,0.345294,0.08427231,0.3750792],"study_design_scores_gemma":[0.001033478,0.00004260211,0.1818985,0.0008374024,0.00004933653,8.205818e-8,0.0573732,0.0004365507,0.001401345,0.00648968,0.7495783,0.000859505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2873062,0.0002520902,0.01949567,0.002938346,0.001636643,0.0001805223,0.000006057447,0.0001240052,0.6880605],"genre_scores_gemma":[0.9806757,0.00006170335,0.0001153932,0.00004617581,0.0004175719,0.000006461676,8.914509e-7,0.00000379262,0.01867231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6933695,"threshold_uncertainty_score":0.999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358429085425771,"score_gpt":0.3225288338463321,"score_spread":0.2589445429920744,"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."}}