{"id":"W6997212101","doi":"","title":"Varhaiskasvatuksen ammattilaisten kokemukset tukitoimien laatimisesta, toteuttamisesta ja seurannasta koronakeväällä 2020","year":2023,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001935602,0.001022687,0.001223445,0.0002818163,0.0004281082,0.00005050386,0.001284721,0.001036372,0.002270711],"category_scores_gemma":[0.0001081855,0.001229813,0.0007646073,0.0005089391,0.0008429963,0.00003390139,0.001321101,0.0004235887,0.0008634779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282389,"about_ca_system_score_gemma":0.0003747462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315012,"about_ca_topic_score_gemma":0.007335262,"domain_scores_codex":[0.9962308,0.0002017138,0.0004088274,0.001585274,0.0006108283,0.0009625515],"domain_scores_gemma":[0.9969906,0.0001328243,0.0007382588,0.001454677,0.0003082785,0.0003753664],"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":[0.002361154,0.001214368,0.01594209,0.001741369,0.009900711,0.0015157,0.003987194,0.0004827542,0.003827803,0.0002256875,0.8534671,0.105334],"study_design_scores_gemma":[0.003444344,0.0004118449,0.02871547,0.0005080319,0.001083973,0.00006922472,0.003204189,0.00008699971,0.0004540316,0.00002717421,0.9606345,0.001360266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1421161,0.02238157,0.001419081,0.02075473,0.009482566,0.005492879,0.02833743,0.001705616,0.76831],"genre_scores_gemma":[0.1203796,0.01017403,0.002034134,0.0002359498,0.001383902,0.000008535752,0.00243229,0.001030178,0.8623213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1071673,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008409315692519263,"score_gpt":0.2036312849872774,"score_spread":0.1952219692947582,"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."}}