{"id":"W7054989468","doi":"","title":"Asettautumisopas Suomen pääkonsulaatille New Yorkissa","year":2012,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Value (mathematics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005578784,0.001690466,0.00144412,0.0005813449,0.0003260159,0.0003006835,0.001705518,0.001360987,0.03925323],"category_scores_gemma":[0.00006856321,0.001688833,0.0005583378,0.001035524,0.0002360315,0.000352476,0.0003271644,0.001336671,0.05293831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050175,"about_ca_system_score_gemma":0.0003168453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009501434,"about_ca_topic_score_gemma":0.0001398709,"domain_scores_codex":[0.9945453,0.0002278753,0.00117875,0.00110561,0.0008152068,0.002127234],"domain_scores_gemma":[0.9952003,0.0003440026,0.0004912398,0.002430059,0.00008917091,0.001445216],"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":[0.00009523148,0.0005074223,0.0001359589,0.0008119949,0.001350372,0.00005803995,0.001525628,0.0007277306,0.004279668,0.01877211,0.09888737,0.8728485],"study_design_scores_gemma":[0.001106898,0.00006680999,0.0002772637,0.0005253225,0.0005038964,0.00006102309,0.0001369416,0.001209572,0.002211045,0.001852628,0.9901533,0.001895298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003314831,0.008306644,0.005748246,0.001645763,0.001631399,0.001690526,0.0005243502,0.001677089,0.9784445],"genre_scores_gemma":[0.01539026,0.00112445,0.003988515,0.0002512716,0.004009667,0.0002802942,0.0005990103,0.001676375,0.9726802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8912659,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329947681261948,"score_gpt":0.2399167669891289,"score_spread":0.2166172901765094,"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."}}