{"id":"W6995957585","doi":"","title":"Rakennustyömaan logistiikan suunnittelu","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Animal production; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008807324,0.001923797,0.001581147,0.0003493592,0.0003888994,0.0003792403,0.002736833,0.004004353,0.01168445],"category_scores_gemma":[0.0005547525,0.001867783,0.0008550604,0.0003909823,0.001716098,0.00001921508,0.001006177,0.001832401,0.005820679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324693,"about_ca_system_score_gemma":0.0006182857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276165,"about_ca_topic_score_gemma":0.00119965,"domain_scores_codex":[0.9930362,0.0005132933,0.00133076,0.002348155,0.0007676454,0.002004006],"domain_scores_gemma":[0.9938239,0.0001300823,0.001248796,0.003768228,0.0003195525,0.0007094495],"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":[0.001333451,0.0009044358,0.005088354,0.001016483,0.002112326,0.0004024752,0.000260282,0.00001379057,0.3864182,0.002940438,0.01062741,0.5888824],"study_design_scores_gemma":[0.001136307,0.000388092,0.003854976,0.0004259845,0.000321288,0.0001955654,0.0001834382,0.00001840754,0.01584956,0.0003438251,0.9751787,0.002103884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05634302,0.003167416,0.0008781627,0.0005160703,0.004930937,0.001292184,0.0005091924,0.0002078513,0.9321552],"genre_scores_gemma":[0.1629754,0.002113681,0.00241976,0.0004918918,0.00444134,0.00004566011,0.001044838,0.001172306,0.8252951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9645513,"threshold_uncertainty_score":0.9993505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448191817952082,"score_gpt":0.256888373449377,"score_spread":0.2424064552698562,"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."}}