{"id":"W7052343137","doi":"","title":"Scottish Business Monitor : 2023 Q2","year":2023,"lang":"en","type":"other","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); General partnership; Business cycle; Business development; Business environment; Key (lock); Survey data collection; Business sector","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":[0.004647783,0.0009481478,0.0004865697,0.002809613,0.001812756,0.007319226,0.001435496,0.003203834,0.2421562],"category_scores_gemma":[0.0125456,0.0004152881,0.0006200791,0.003678579,0.0006145636,0.002052012,0.001692489,0.001776711,0.1580099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439933,"about_ca_system_score_gemma":0.01070678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1019195,"about_ca_topic_score_gemma":0.09360153,"domain_scores_codex":[0.9943083,0.0002861457,0.0001818735,0.0002787728,0.004174501,0.0007704913],"domain_scores_gemma":[0.988462,0.0006920362,0.0005440212,0.0005252894,0.008059332,0.001717368],"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":[0.00001811635,0.0000106555,0.0004769024,0.0000369989,0.00000153536,0.0000195263,0.00001419863,0.00001288553,0.00008010991,0.0006613731,0.9856688,0.01299891],"study_design_scores_gemma":[0.00001174894,0.00001983699,0.00767381,0.00004510533,0.000002224606,0.00002548952,0.00005387508,0.00004334102,0.0001212837,0.0001425103,0.9918506,0.00001020532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006262918,0.003385467,0.000923653,0.04287635,0.008394376,0.0008928925,0.1311675,0.003787571,0.8023093],"genre_scores_gemma":[0.02544294,0.001938765,0.001254155,0.0125761,0.001641038,0.0004891659,0.05579473,0.000839834,0.9000233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2421562,"threshold_uncertainty_score":0.810093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008197692590711472,"score_gpt":0.1667320292456761,"score_spread":0.1585343366549646,"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."}}