{"id":"W3004202579","doi":"10.22215/timreview/1416","title":"Editorial: Insights","year":2021,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Technology innovation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007624046,0.003234014,0.0021684,0.003507823,0.003014945,0.008951122,0.003435991,0.01509635,0.03276411],"category_scores_gemma":[0.04889832,0.0009602467,0.00300371,0.001500514,0.002307918,0.005185168,0.002359262,0.02076224,0.02883065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003426281,"about_ca_system_score_gemma":0.006240275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536275,"about_ca_topic_score_gemma":0.003023922,"domain_scores_codex":[0.992359,0.001220572,0.0008153759,0.001099498,0.003685972,0.0008195913],"domain_scores_gemma":[0.9700229,0.007073082,0.002143374,0.001202713,0.01472175,0.004836096],"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":[0.00001810082,0.000007313959,0.0000151171,0.00007766717,0.000006839885,0.00005686361,0.00001026647,0.000007947712,0.00002732064,0.0001719331,0.9968747,0.002725961],"study_design_scores_gemma":[0.0000363593,0.0000228613,0.0001394821,0.0002664518,0.00002055251,0.0001734794,0.00005050436,0.00003420837,0.00007607996,0.0006363036,0.9985313,0.00001245257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004223817,0.00340732,0.00009262506,0.1010289,0.8934824,0.00003057656,0.0001020458,0.00006416771,0.00174968],"genre_scores_gemma":[0.0007929004,0.004740788,0.0001585033,0.1245628,0.853519,0.00006756823,0.0001116911,0.00008089566,0.01596579],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03276411,"threshold_uncertainty_score":0.1096069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216930710953177,"score_gpt":0.2623612141756873,"score_spread":0.2406681430803696,"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."}}