{"id":"W4380837224","doi":"10.24131/9788367385282","title":"Przeczytać i zrozumieć. Wyniki międzynarodowego badania osiągnięć czwartoklasistów w czytaniu – PIRLS 2021","year":2023,"lang":"pl","type":"book","venue":"Instytut Badań Edukacyjnych eBooks","topic":"Labour Market and Migration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Psychology","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00511759,0.003141823,0.003330923,0.001400372,0.004411204,0.002078805,0.003847561,0.004031242,0.005095383],"category_scores_gemma":[0.001551641,0.003345093,0.002138736,0.001400923,0.00290562,0.001116229,0.001258139,0.003554407,0.01265379],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002816447,"about_ca_system_score_gemma":0.01149761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145742,"about_ca_topic_score_gemma":0.03827136,"domain_scores_codex":[0.9808328,0.002247924,0.003584945,0.00413446,0.004932818,0.004267076],"domain_scores_gemma":[0.9887154,0.00219333,0.002448034,0.003057167,0.001632249,0.001953892],"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":[0.0008020807,0.000826599,0.0009253006,0.001329517,0.00224759,0.00142847,0.03506737,0.00001412375,0.002471485,0.1979466,0.6435395,0.1134014],"study_design_scores_gemma":[0.002197916,0.0005021049,0.001200045,0.001672011,0.001027103,0.00004360237,0.003706434,0.00004373582,0.000466818,0.009956109,0.9754018,0.003782341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009959999,0.001261408,0.0001364838,0.002910318,0.02084091,0.005020352,0.0009552499,0.001331358,0.9575839],"genre_scores_gemma":[0.07521737,0.002260085,0.000438401,0.001587657,0.0112272,0.0006411107,0.0009487777,0.0007615709,0.9069178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3318623,"threshold_uncertainty_score":0.9998079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256962827492979,"score_gpt":0.28558178038801,"score_spread":0.2598854976387121,"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."}}