{"id":"W7056907008","doi":"","title":"Hulevesien hallinta maankäytön muutoksissa kunnan näkökulmasta : tapaus Mikonkorpi","year":2025,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Work (physics); Population; Term (time); Action (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510933,0.0004414393,0.0005675248,0.0005440266,0.001772891,0.007018572,0.0006987722,0.001410745,0.04475487],"category_scores_gemma":[0.003460395,0.0002947609,0.0005052793,0.0005075364,0.001722219,0.003804769,0.002624805,0.002999565,0.01120873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187107,"about_ca_system_score_gemma":0.00367084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432536,"about_ca_topic_score_gemma":0.006970347,"domain_scores_codex":[0.9987679,0.0003292279,0.00007014821,0.0002230662,0.0004070619,0.0002026798],"domain_scores_gemma":[0.9983395,0.0005342429,0.0001807738,0.0001084903,0.0004960348,0.0003409532],"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":[0.001614118,0.000871134,0.01107656,0.004147457,0.0002052689,0.003347125,0.02632526,0.0002972191,0.03015982,0.1173252,0.1066507,0.6979802],"study_design_scores_gemma":[0.00004288572,0.0003765884,0.01275418,0.001355484,0.0001124042,0.001629672,0.01286351,0.0002983592,0.007426982,0.01964931,0.9434019,0.00008854294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1584879,0.0977504,0.01421882,0.06747086,0.007033254,0.0003003303,0.0009972708,0.0005962147,0.6531449],"genre_scores_gemma":[0.4810684,0.05485269,0.01227024,0.009872892,0.00201559,0.0002575579,0.0007190268,0.0004116732,0.4385319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04475487,"threshold_uncertainty_score":0.14972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800100779152355,"score_gpt":0.2691396432811509,"score_spread":0.2511386354896273,"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."}}