{"id":"W7062159956","doi":"","title":"Suomen verbinjohtimet kognitiivisen semantiikan mukaisina satelliitteina","year":2021,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Value (mathematics); Quarter (Canadian coin); Process (computing)","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":[0.0009228978,0.0007697491,0.0004290209,0.0006012042,0.00270291,0.004520831,0.000851818,0.001102565,0.06349858],"category_scores_gemma":[0.002090493,0.000499091,0.0006151461,0.0006101555,0.002261508,0.004708393,0.003493106,0.001892405,0.01867359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234812,"about_ca_system_score_gemma":0.001880339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005927893,"about_ca_topic_score_gemma":0.01353375,"domain_scores_codex":[0.9991615,0.0002012864,0.00004960057,0.0002278136,0.0002248289,0.0001349718],"domain_scores_gemma":[0.9988709,0.0002953874,0.0001101058,0.0001931507,0.0003814513,0.000148977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001185891,0.0005292919,0.01903957,0.001401781,0.0001445921,0.003127253,0.08578385,0.0004546268,0.05828735,0.4026432,0.1036063,0.3237963],"study_design_scores_gemma":[0.00002337459,0.0001272349,0.01221688,0.0002531389,0.00006566542,0.001052956,0.01475954,0.0005447718,0.01104314,0.02527452,0.934564,0.00007478928],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1600678,0.003456756,0.03500447,0.00883737,0.001883301,0.0002212212,0.001700524,0.002345221,0.7864833],"genre_scores_gemma":[0.4864762,0.002387554,0.02005749,0.001708373,0.0002846578,0.0001693249,0.002011561,0.001401955,0.4855028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06349858,"threshold_uncertainty_score":0.2124239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014983214999183,"score_gpt":0.1857446931307467,"score_spread":0.1755948609807549,"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."}}