{"id":"W7011192062","doi":"","title":"Linux-palvelimen käyttöönoton sekä ylläpidon mahdolliset ongelmat","year":2007,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Term (time); Data collection","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":[0.001581241,0.00186659,0.002695935,0.004026264,0.000727357,0.0001011666,0.002949784,0.003056327,0.1093787],"category_scores_gemma":[0.0001012781,0.002707327,0.001547308,0.002748627,0.001815511,0.0007320071,0.001420928,0.001856058,0.1021846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166298,"about_ca_system_score_gemma":0.000780563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527336,"about_ca_topic_score_gemma":0.004338794,"domain_scores_codex":[0.9916067,0.0006178941,0.0008206789,0.002317902,0.002391687,0.002245207],"domain_scores_gemma":[0.9923991,0.0003568344,0.002609947,0.002790248,0.0006444362,0.001199417],"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":[0.003960579,0.003172388,0.007253997,0.002844956,0.005539301,0.002919892,0.009126699,0.0002773772,0.00850444,0.004419792,0.9214243,0.03055629],"study_design_scores_gemma":[0.005653296,0.0008083818,0.006942473,0.002659239,0.002119735,0.0000767813,0.004824497,0.0005176823,0.0003884415,0.0001678486,0.9731376,0.002703996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0262908,0.002580044,0.001291827,0.0004661613,0.001775868,0.002284319,0.005784208,0.0007683664,0.9587584],"genre_scores_gemma":[0.009941652,0.001648204,0.01148617,0.000156869,0.0009358199,9.341307e-7,0.001415997,0.001714747,0.9726996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05171334,"threshold_uncertainty_score":0.9994078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994239050776476,"score_gpt":0.2255537686494645,"score_spread":0.2056113781416997,"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."}}