{"id":"W7052294313","doi":"","title":"Seiskaluokat metsässä : Ryhmäyttäminen osana Kotimäen yläkoulun ja Kaarinan nuorisopalveluiden yhteistoimintaa","year":2011,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Fusible alloy; Liquation; Hyporeflexia; Demotion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0009232279,0.002750512,0.00262459,0.001144329,0.0006016646,0.0004859126,0.00369534,0.002095724,0.0173813],"category_scores_gemma":[0.0004208681,0.002926913,0.00110221,0.001299636,0.0006313857,0.0004169382,0.001009668,0.002271767,0.04432618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730693,"about_ca_system_score_gemma":0.0003485991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022018,"about_ca_topic_score_gemma":0.0009968875,"domain_scores_codex":[0.9914365,0.0003102246,0.002140939,0.002225837,0.001159439,0.002727046],"domain_scores_gemma":[0.9928018,0.0009306073,0.0009856861,0.00368469,0.0003255139,0.001271646],"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":[0.0001954747,0.001354442,0.0004333519,0.001779267,0.004067072,0.0006166135,0.003430728,0.001546864,0.002616822,0.04781923,0.02461887,0.9115213],"study_design_scores_gemma":[0.001262454,0.0001927066,0.001307153,0.0009694012,0.001134882,0.0001475707,0.0003313563,0.002969607,0.004079183,0.004951462,0.9795102,0.003144066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009999273,0.003621097,0.002243073,0.000786645,0.002343067,0.002391398,0.001578036,0.001595446,0.975442],"genre_scores_gemma":[0.08019486,0.003450432,0.007133274,0.0002707698,0.001929906,0.0008616661,0.0006395692,0.002262439,0.9032571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9548913,"threshold_uncertainty_score":0.9991997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151020053380904,"score_gpt":0.2330412324208432,"score_spread":0.2115310318870342,"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."}}