{"id":"W1940754229","doi":"10.22230/src.2013v4n3a115","title":"Responding to Change and Transition in INKE’s Year 3","year":2013,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Transition (genetics); Knowledge management; Corporate governance; Term (time); Public relations; Transition management (governance); Scale (ratio); Business; Political science; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004772408,0.00003146703,0.00004770571,0.0005898903,0.0006725549,0.0007377326,0.0002168503,0.00005288266,0.0000529756],"category_scores_gemma":[0.0004836885,0.00003176215,0.000006219057,0.0007803335,0.0001199638,0.001892273,0.0001981326,0.0003323738,0.0000671661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005295711,"about_ca_system_score_gemma":0.00001466046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587345,"about_ca_topic_score_gemma":0.003662035,"domain_scores_codex":[0.9986042,0.0007716436,0.00007690989,0.0001089455,0.0002507935,0.0001874468],"domain_scores_gemma":[0.9994153,0.0001493662,0.000009572789,0.0001742291,0.0001663608,0.00008517042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005753544,0.00008989328,0.06138763,0.00005654225,0.000009825389,0.000001605617,0.3561242,4.373683e-7,0.00191118,0.2671144,0.001693757,0.3115531],"study_design_scores_gemma":[0.0006434023,0.0001114425,0.7562254,0.000374403,0.00000364825,2.402428e-7,0.07295399,0.0003105742,0.00006859191,0.04307299,0.1260167,0.0002185852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936015,0.001057717,0.00001952911,0.02444415,0.00001665315,0.0006048431,3.761359e-7,0.00001909896,0.03782261],"genre_scores_gemma":[0.9963065,0.001889625,0.0004030938,0.00009052709,0.00003798668,0.0001104434,0.000002373172,0.000003621041,0.001155816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6948377,"threshold_uncertainty_score":0.7113973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2112822889848356,"score_gpt":0.4285050508987794,"score_spread":0.2172227619139439,"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."}}