{"id":"W7067504041","doi":"","title":"MSC en marknadsöversikt för Sverige 2022","year":2023,"lang":"en","type":"report","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traceability; Order (exchange); Diversity (politics); Fishing; Measure (data warehouse); Sustainable development","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008169065,0.0004003388,0.0004009616,0.001528354,0.001743868,0.001251076,0.0006522328,0.000308809,0.01546738],"category_scores_gemma":[0.003371189,0.0003350514,0.00009200229,0.008828796,0.000511946,0.0007579255,0.0003674797,0.0002801562,0.004525347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363009,"about_ca_system_score_gemma":0.001211678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030773,"about_ca_topic_score_gemma":0.00007072949,"domain_scores_codex":[0.9964576,0.0001527674,0.0006408543,0.0009288717,0.001409163,0.0004106945],"domain_scores_gemma":[0.9950013,0.0004587248,0.0003980565,0.0004765001,0.003412962,0.0002525073],"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":[0.000005777921,0.0001773045,0.0001276887,0.0002310615,0.00004952982,0.000001491483,0.0007987308,0.00002463415,0.1772068,0.007876023,0.8133404,0.0001604765],"study_design_scores_gemma":[0.0002864472,0.00002627192,0.00240893,0.0002220025,0.0001891123,0.00004649231,0.0008993924,0.0000443949,0.02735416,0.002625263,0.9649698,0.0009277771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9491546,0.0008005103,0.00003755554,0.0159814,0.0156817,0.0009597421,0.002807756,0.0005021084,0.01407459],"genre_scores_gemma":[0.4019909,0.001963414,0.0007957267,0.0003603596,0.002709434,0.0001273393,0.05321571,0.0001698447,0.5386673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5471637,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475900744031057,"score_gpt":0.2994619290977464,"score_spread":0.2547029216574358,"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."}}