{"id":"W7135084222","doi":"10.13140/rg.2.2.35070.65604","title":"A CANADIAN PERSPECTIVE ON FUTURE MICROREACTORS WHAT'S OLD IS NEW (Conference Presentation)","year":2024,"lang":"en","type":"article","venue":"","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006091736,0.001028058,0.0007362195,0.001275109,0.01276403,0.01073904,0.002461449,0.008428167,0.03930444],"category_scores_gemma":[0.004114739,0.0004875403,0.000956999,0.002344869,0.00782919,0.005316354,0.003624269,0.006970261,0.002563206],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05397193,"about_ca_system_score_gemma":0.1490472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8984678,"about_ca_topic_score_gemma":0.952791,"domain_scores_codex":[0.9947731,0.0004738718,0.00009397433,0.0003437476,0.002289328,0.002026135],"domain_scores_gemma":[0.9962674,0.0003317744,0.00009226996,0.00006818423,0.002009998,0.001230384],"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":[0.0001256835,0.00004728193,0.0005197316,0.0006047396,0.00001539981,0.0004620103,0.002379112,0.0008351872,0.00133465,0.2260191,0.6973731,0.07028411],"study_design_scores_gemma":[0.000007375802,0.00001760134,0.0004142075,0.0002011059,0.00000695003,0.00005323853,0.002129188,0.00006239269,0.0001907698,0.004565975,0.9923275,0.00002371685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004056425,0.1210749,0.001868402,0.5857114,0.02303323,0.00005918552,0.0003901383,0.0001474152,0.263659],"genre_scores_gemma":[0.1634416,0.2305085,0.0070321,0.1458232,0.006617558,0.0001460033,0.0003896791,0.0002082223,0.4458332],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9460281,"threshold_uncertainty_score":0.3915956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188443877009696,"score_gpt":0.3123084957745302,"score_spread":0.2904240570044332,"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."}}