{"id":"W2746662897","doi":"10.22318/icls2016.169","title":"Building on Cultural Capacity for Innovation Through International Collaboration: In Memory of Naomi Miyake","year":2016,"lang":"en","type":"article","venue":"International Conference of Learning Sciences","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Sociology","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":[0.0005961586,0.0001002862,0.0001302503,0.0004937076,0.00009515023,0.0001298915,0.0005171041,0.00007596564,0.0002997679],"category_scores_gemma":[0.001079026,0.00008064571,0.00003075643,0.0008657814,0.0002344111,0.002608776,0.00008667459,0.0001219957,0.000005641736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147736,"about_ca_system_score_gemma":0.00007709611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116744,"about_ca_topic_score_gemma":0.00002781053,"domain_scores_codex":[0.9986453,0.00001367054,0.0003860991,0.0002445015,0.0005885476,0.0001218775],"domain_scores_gemma":[0.9975738,0.000124275,0.0006662154,0.00006453383,0.001567126,0.000004030662],"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":[0.00007068399,0.00005168451,0.03714066,0.0000136191,0.00001804117,3.216333e-7,0.0001534553,0.001912783,0.04305313,0.9130464,0.0002054824,0.004333745],"study_design_scores_gemma":[0.01376966,0.0007318899,0.07061236,0.004051214,0.00007670595,0.000006658323,0.02129345,0.1996152,0.1509903,0.2615742,0.2751087,0.002169614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420843,0.000001312544,0.01557628,0.006798208,0.0006374806,0.0001481875,0.00001270105,0.00002132063,0.03472022],"genre_scores_gemma":[0.9936477,0.000002622714,0.00537114,0.0001972798,0.0001909312,0.000007335103,0.0000117472,0.000004474769,0.000566757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514722,"threshold_uncertainty_score":0.3288637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004279878991178,"score_gpt":0.3220927857852566,"score_spread":0.2216647978861388,"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."}}