{"id":"W4320735457","doi":"10.2139/ssrn.4357831","title":"Accelerating the Deployment of Smrs in Canada:The Importance of Intermediaries","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Software deployment; Intermediary; Business; Computer science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005856612,0.000308294,0.0002912154,0.001513657,0.00468447,0.006073321,0.001544016,0.001999006,0.01450654],"category_scores_gemma":[0.01852341,0.0002480604,0.0003311018,0.001915533,0.002494744,0.00262053,0.003708019,0.002755483,0.0006611862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0451127,"about_ca_system_score_gemma":0.1269425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9627075,"about_ca_topic_score_gemma":0.9786755,"domain_scores_codex":[0.9942696,0.0008039267,0.0001204553,0.0004457656,0.001558326,0.002801859],"domain_scores_gemma":[0.981602,0.003589633,0.001783211,0.0008331863,0.007030687,0.005161219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000606415,0.0005201754,0.2295447,0.0007291095,0.0001524711,0.001711075,0.01602864,0.01852821,0.005198582,0.2951348,0.1057037,0.3261422],"study_design_scores_gemma":[0.0001584106,0.0003741025,0.3558129,0.0009148009,0.0001608297,0.0002534678,0.03318084,0.03523577,0.003058904,0.02873315,0.5419078,0.0002088676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6837355,0.002792748,0.008655434,0.09162804,0.0003078681,0.0003391138,0.001220834,0.0006552667,0.2106652],"genre_scores_gemma":[0.9793986,0.0005617391,0.002122115,0.00162125,0.0000444322,0.00001964853,0.0001315432,0.00004580391,0.01605477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548873,"threshold_uncertainty_score":0.3273171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335642372457303,"score_gpt":0.224941021451639,"score_spread":0.2115845977270659,"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."}}