{"id":"W6992550225","doi":"","title":"Maasta sinä olet tullut : Kieli, koulutus ja yhdenvertaisuus : näkökulmia monikielisten oppilaiden äidinkielen opetukseen 2000-luvun Helsingissä","year":2011,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persian; Quarter (Canadian coin); Work (physics); Qualitative analysis","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":[0.00567156,0.01089155,0.01004385,0.00568873,0.002386771,0.002930676,0.0162995,0.008462557,0.1244211],"category_scores_gemma":[0.001579799,0.01136876,0.004496794,0.005397816,0.004392318,0.002909004,0.00693642,0.008523761,0.3814713],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004714471,"about_ca_system_score_gemma":0.00461784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039194,"about_ca_topic_score_gemma":0.005136227,"domain_scores_codex":[0.9595658,0.004783487,0.00750534,0.009603675,0.00674271,0.01179899],"domain_scores_gemma":[0.9701169,0.001608959,0.007226524,0.01378572,0.001903832,0.005358132],"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":[0.008488579,0.005208791,0.001921815,0.003982387,0.01431668,0.007754431,0.01562083,0.0003376761,0.0154454,0.00696607,0.032722,0.8872353],"study_design_scores_gemma":[0.007141108,0.001505539,0.002734835,0.007835552,0.004816221,0.00151529,0.001855973,0.0007953496,0.003597404,0.00288471,0.9533756,0.01194238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006622577,0.02575251,0.0003615759,0.001280329,0.006568532,0.008840185,0.007582399,0.005475402,0.9375165],"genre_scores_gemma":[0.03643474,0.005474944,0.003954771,0.001122072,0.006916208,0.001044315,0.002237755,0.01470003,0.9281152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9206536,"threshold_uncertainty_score":0.9991062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100384524851988,"score_gpt":0.2560985195211397,"score_spread":0.2250946742726198,"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."}}