{"id":"W4403467176","doi":"10.1016/j.eist.2024.100918","title":"Accelerating the deployment of SMRs in Canada: The importance of intermediaries","year":2024,"lang":"en","type":"article","venue":"Environmental Innovation and Societal Transitions","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Software deployment; Intermediary; Business; Computer science; Marketing; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301908,0.00005255607,0.00009656099,0.0000529916,0.00006776155,0.00001566211,0.00005788901,0.00002124076,0.0001493164],"category_scores_gemma":[0.000007138553,0.00004175342,0.00002594377,0.0003828401,0.0002031668,0.00009823534,0.00001309869,0.0001147091,0.000001649554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009115796,"about_ca_system_score_gemma":0.0000392788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595709,"about_ca_topic_score_gemma":0.01850896,"domain_scores_codex":[0.9993283,0.000007527825,0.0004553477,0.0001008253,0.0000399998,0.00006798196],"domain_scores_gemma":[0.9997867,0.00003761007,0.00009045777,0.00007481116,0.000004101796,0.000006360393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003217425,0.00003701146,0.1037139,0.00003997381,0.00004329993,8.109345e-7,0.004170006,0.0000559882,0.001717622,0.8887326,0.0003958691,0.001089723],"study_design_scores_gemma":[0.0003723717,0.00003514716,0.9536712,0.000047772,0.000008138355,0.000004858986,0.009737132,0.007582742,0.001639406,0.02342935,0.003302184,0.000169696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919879,0.0006304046,0.0007538058,0.005459282,0.0001032766,0.0001146335,0.0001654575,0.00000398473,0.0007811948],"genre_scores_gemma":[0.9991115,0.0000645176,0.00007006611,0.000634769,0.00001256538,0.00001606893,0.00003349593,0.00000543915,0.00005160502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8653032,"threshold_uncertainty_score":0.9994007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150857526674002,"score_gpt":0.2142482551863008,"score_spread":0.1827396799195608,"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."}}