{"id":"W7095355688","doi":"","title":"Socio-Economic Implications of SARA GSGislason & Associates Ltd.","year":2005,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White paper; White (mutation); Work (physics); Risk management","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":[0.0006165295,0.0001040235,0.00006619667,0.0005464801,0.0009556682,0.0008650425,0.0001789204,0.0002612947,0.02655548],"category_scores_gemma":[0.001615028,0.00005919359,0.00009610076,0.001095032,0.0003724209,0.0003926061,0.0007125359,0.0004634459,0.001263379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684162,"about_ca_system_score_gemma":0.002916016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1120498,"about_ca_topic_score_gemma":0.2812007,"domain_scores_codex":[0.9996434,0.0001260333,0.00001207934,0.00002077026,0.0001073103,0.00009035375],"domain_scores_gemma":[0.9991071,0.0002352955,0.0001205355,0.0000211619,0.0003312567,0.0001846679],"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":[0.0005415817,0.0001885313,0.2993844,0.0004602975,0.0000721369,0.002394867,0.009401784,0.003498636,0.002079384,0.102323,0.353431,0.2262244],"study_design_scores_gemma":[0.00002488435,0.0001857632,0.584974,0.0002870771,0.00003420773,0.000504551,0.02539237,0.002052266,0.001010132,0.007808888,0.3776911,0.00003473022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5093654,0.00223594,0.0003641923,0.04501396,0.0002493528,0.00004756173,0.005671326,0.00003344921,0.4370188],"genre_scores_gemma":[0.8895685,0.002303342,0.0005381127,0.001247176,0.00005384607,0.0000373252,0.002263118,0.00001634428,0.1039722],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1120498,"threshold_uncertainty_score":0.2227953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139946875460414,"score_gpt":0.3316584274380727,"score_spread":0.3002589586834686,"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."}}