{"id":"W7045522078","doi":"","title":"Aluekehitys edellyttää osallisuutta, alueiden ja aluekehittäjien diversiteetin hyödyntämistä","year":2018,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"South asia; Southeast asia; East Asia; 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006561889,0.008134845,0.006839064,0.004255905,0.002635506,0.002239907,0.01387152,0.00653293,0.2026716],"category_scores_gemma":[0.001719306,0.008682321,0.003754898,0.004428096,0.006661368,0.001913698,0.007413817,0.004619038,0.7288114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003839184,"about_ca_system_score_gemma":0.0020761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384911,"about_ca_topic_score_gemma":0.002050306,"domain_scores_codex":[0.9660977,0.004821402,0.004914019,0.008281262,0.007103818,0.008781869],"domain_scores_gemma":[0.9755567,0.001805629,0.006101636,0.01055379,0.001971803,0.00401041],"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":[0.008769242,0.007359499,0.005660682,0.005312399,0.0167797,0.005538878,0.01254078,0.0005450931,0.009078844,0.01516283,0.2773792,0.6358728],"study_design_scores_gemma":[0.0058147,0.001190352,0.001580054,0.003373793,0.00400859,0.000515953,0.001677345,0.001290379,0.002113893,0.003193109,0.9661558,0.009086004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007917773,0.005396642,0.00053284,0.001329105,0.006076792,0.006254966,0.004763248,0.004381231,0.9633474],"genre_scores_gemma":[0.01212065,0.00112605,0.005622074,0.001156594,0.01058453,0.0004267203,0.002311271,0.01036252,0.9562896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6887767,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332164722153669,"score_gpt":0.2588269679012837,"score_spread":0.2355053206797471,"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."}}