{"id":"W6929636876","doi":"10.48660/22100123","title":"Session 2 - Youssef Mousaaid","year":2022,"lang":"en","type":"other","venue":"PIRSA","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Session (web analytics); Term (time); George (robot)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002117563,0.001105172,0.0007064877,0.001128806,0.004769019,0.007116814,0.0009216277,0.005435492,0.6726738],"category_scores_gemma":[0.002443909,0.0002929717,0.0007673278,0.0006931508,0.0005214926,0.00286235,0.004090303,0.00354317,0.4994198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872463,"about_ca_system_score_gemma":0.002856533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004095623,"about_ca_topic_score_gemma":0.0144967,"domain_scores_codex":[0.9991558,0.0001363414,0.00001705781,0.0001378594,0.0003066655,0.0002463443],"domain_scores_gemma":[0.9983705,0.0001566406,0.0000507431,0.00007388952,0.0005287426,0.0008195552],"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":[0.00005398405,0.00002400353,0.00005530969,0.00003210658,0.000001566036,0.00002963034,0.00003995058,0.00001799852,0.0001234146,0.00108195,0.9893469,0.009193215],"study_design_scores_gemma":[0.000008577746,0.00001002081,0.0001784461,0.00003082894,9.805257e-7,0.00001994022,0.00007474243,0.00003864404,0.00006259746,0.0004764237,0.9990959,0.000002827548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001204377,0.002543002,0.001234025,0.02048027,0.03497442,0.0003429486,0.003466754,0.001309037,0.9344452],"genre_scores_gemma":[0.002465868,0.000354594,0.0002110519,0.002231226,0.002196265,0.00009148345,0.0007323985,0.0003256557,0.9913914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3273262,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139769298692673,"score_gpt":0.2198196565234192,"score_spread":0.1984219635364924,"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."}}