{"id":"W7133023050","doi":"","title":"Enemmän kuin ihmisen sosiaalinen maailma: Miksi ja miten muunlajiset päästetään osaksi ihmisen sosiaalista yhteisöä?","year":2022,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Turun Yliopisto; Jyväskylän Yliopisto; University of Illinois at Urbana-Champaign; Fordham University; University of Toronto; Tampereen Yliopisto; Opetushallitus; Aalto-Yliopisto; Duquesne University","keywords":"Context (archaeology); Field (mathematics); Selection (genetic algorithm)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001263999,0.002988382,0.003537406,0.003081737,0.004847717,0.0002984905,0.004753342,0.002235305,0.02783581],"category_scores_gemma":[0.000584382,0.003733461,0.002907071,0.002558822,0.005646641,0.001505973,0.003288936,0.002981776,0.002882324],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0100626,"about_ca_system_score_gemma":0.008004387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675269,"about_ca_topic_score_gemma":0.0008938324,"domain_scores_codex":[0.9839897,0.001889201,0.002710853,0.004343182,0.004850051,0.002217049],"domain_scores_gemma":[0.9873738,0.0006782784,0.00465292,0.004145586,0.001509122,0.00164026],"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":[0.01607681,0.01638195,0.06393186,0.006669757,0.02098602,0.06964542,0.006998158,0.01966737,0.08420308,0.06510837,0.627802,0.002529256],"study_design_scores_gemma":[0.006636089,0.0005408066,0.00811425,0.00112897,0.003163904,0.002291322,0.003018286,0.0004020339,0.001838231,0.00006937636,0.9693987,0.003398001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1126206,0.004121978,0.0001004613,0.0006695293,0.004613339,0.003196328,0.01663158,0.00108518,0.856961],"genre_scores_gemma":[0.1596759,0.0005154103,0.002230506,0.0001754681,0.001894679,0.00003177664,0.006668234,0.001052287,0.8277557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3415968,"threshold_uncertainty_score":0.9993184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216711693180932,"score_gpt":0.2048986475168504,"score_spread":0.1927315305850411,"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."}}