{"id":"W7071493105","doi":"","title":"Terijoki Suomen Riviera","year":2012,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Riviera; Quarter (Canadian coin); Line (geometry); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589691,0.0008085974,0.0007147245,0.0008994875,0.001477975,0.002707475,0.000674798,0.0009809616,0.1570922],"category_scores_gemma":[0.002263472,0.0002142903,0.0003701615,0.0006390276,0.0003808896,0.002044342,0.001825308,0.001900659,0.1300977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005574857,"about_ca_system_score_gemma":0.001388117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009977268,"about_ca_topic_score_gemma":0.001267582,"domain_scores_codex":[0.9995197,0.00004847158,0.00001677744,0.0001621837,0.0001907206,0.0000620659],"domain_scores_gemma":[0.9993303,0.0001734595,0.00003447452,0.00006914003,0.0002224176,0.0001702582],"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":[0.0002452779,0.0001223495,0.0005831833,0.0004207287,0.00001499683,0.0002641918,0.0003835873,0.0005941289,0.003554438,0.04264664,0.4935445,0.457626],"study_design_scores_gemma":[0.00000858494,0.0000131389,0.0002566043,0.00005641452,0.00001105975,0.0001517775,0.00005779731,0.0002655481,0.001204486,0.004695956,0.9932684,0.00001024897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01337662,0.04181682,0.06789898,0.0398583,0.02868934,0.000181056,0.006466226,0.00772416,0.7939885],"genre_scores_gemma":[0.0312391,0.01226869,0.0133573,0.002428581,0.001966212,0.0001154219,0.002057965,0.0013125,0.9352542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1570922,"threshold_uncertainty_score":0.5255259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005587193254959319,"score_gpt":0.1980457718268817,"score_spread":0.1924585785719224,"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."}}