{"id":"W6997380639","doi":"","title":"Yhteisöllinen ympäristönhallinta ekosysteemipalvelujen suojelussa. Tapaustutkimus yhdistysten kosteikkohankkeista.","year":2016,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Order (exchange); Quarter (Canadian coin)","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0003341202,0.001461179,0.001115981,0.001047016,0.002888268,0.0001729957,0.002756388,0.001222637,0.032823],"category_scores_gemma":[0.00005232681,0.001620857,0.0008497915,0.0009657104,0.003092873,0.001292128,0.002392295,0.0008914018,0.01483067],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008921179,"about_ca_system_score_gemma":0.0005358314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004960304,"about_ca_topic_score_gemma":0.002209083,"domain_scores_codex":[0.9930393,0.0006840099,0.0007766756,0.002470175,0.001717315,0.001312501],"domain_scores_gemma":[0.9959375,0.0002108608,0.001042304,0.001586922,0.0001362277,0.001086162],"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":[0.005193926,0.00628233,0.06119818,0.00279934,0.007898797,0.04822338,0.003421088,0.006121472,0.03860087,0.3842445,0.4231548,0.01286131],"study_design_scores_gemma":[0.00339429,0.0002001806,0.004398318,0.000789203,0.0007017042,0.0001757281,0.00327713,0.0001367195,0.0002732656,0.00002398383,0.9847097,0.001919805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01990453,0.000212179,0.002946924,0.001055971,0.001864846,0.001751639,0.001179199,0.0004434649,0.9706413],"genre_scores_gemma":[0.1007961,0.001237707,0.0006530687,0.0006243466,0.000457869,0.000001800537,0.0003701804,0.000175803,0.8956831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5615549,"threshold_uncertainty_score":0.9998138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008595658427240076,"score_gpt":0.1753304080854525,"score_spread":0.1667347496582124,"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."}}