{"id":"W7014273754","doi":"","title":"PALUUMUUTTAJAOPPILAS SUOMALAISESSA PERUSKOULUSSA OPETTAJAN NÄKÖKULMASTA ”Must noi oppilaat on kaikki vähä sellasii kulttuurisii karkkipusseja, et voi karkkikaupast poimii parhaat palat”","year":2017,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; 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":[0.004070677,0.006087054,0.007508638,0.00490311,0.004854286,0.001315517,0.01125142,0.005693274,0.03460165],"category_scores_gemma":[0.0008015099,0.007590964,0.003792398,0.002455832,0.005651996,0.002945158,0.004727524,0.006021786,0.04376815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783826,"about_ca_system_score_gemma":0.003032275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009241783,"about_ca_topic_score_gemma":0.01610127,"domain_scores_codex":[0.9757604,0.003449769,0.002219282,0.007231846,0.005912612,0.005426103],"domain_scores_gemma":[0.9747686,0.001312985,0.00798398,0.01075622,0.002025038,0.003153134],"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":[0.008999423,0.006431446,0.01810264,0.003359071,0.008148142,0.0060913,0.01066486,0.0005325532,0.006440491,0.01301236,0.9001658,0.01805191],"study_design_scores_gemma":[0.01569127,0.002100302,0.02603826,0.007158297,0.003746326,0.0001668436,0.006725069,0.0005611471,0.0004308215,0.0002703871,0.9301393,0.006971954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08007809,0.002429083,0.0004111033,0.004621624,0.008940477,0.006179449,0.01976477,0.001692971,0.8758824],"genre_scores_gemma":[0.2981922,0.003338169,0.002542075,0.0005096861,0.002653725,0.00001520948,0.004133145,0.003498722,0.6851171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2181141,"threshold_uncertainty_score":0.9997212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248074793490236,"score_gpt":0.252766988769354,"score_spread":0.2279595094203304,"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."}}