{"id":"W4312650704","doi":"10.18778/8142-851-4","title":"Życie z niepełnosprawnością w świecie VUCA","year":2022,"lang":"pl","type":"book","venue":"Wydawnictwo Uniwersytetu Łódzkiego eBooks","topic":"Social Issues in Poland","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Theology; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005262081,0.003124955,0.00377768,0.001310723,0.00872774,0.0015055,0.007558872,0.003349899,0.04052008],"category_scores_gemma":[0.001444214,0.003745816,0.002548579,0.001283749,0.006648945,0.0006170402,0.003519573,0.00661015,0.00421909],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006681147,"about_ca_system_score_gemma":0.009732309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006609699,"about_ca_topic_score_gemma":0.004598447,"domain_scores_codex":[0.9777327,0.003599376,0.003209257,0.00396009,0.006512257,0.004986288],"domain_scores_gemma":[0.9867693,0.003439669,0.002804873,0.003956529,0.0008358737,0.002193766],"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":[0.0004260846,0.0005383122,0.0005621617,0.0003622054,0.001836024,0.001194458,0.1096144,0.00003239778,0.00009644155,0.2834848,0.5878459,0.01400686],"study_design_scores_gemma":[0.00230663,0.0006596876,0.00007474446,0.000391075,0.001197268,0.00004246601,0.0168312,0.00003943324,0.00005458814,0.02659591,0.9480156,0.003791383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001386193,0.004530181,0.00004796028,0.001355398,0.02241826,0.003966243,0.001108471,0.00140004,0.9637873],"genre_scores_gemma":[0.0363118,0.001348507,0.0003976355,0.003682211,0.01005691,0.0005322341,0.0007055919,0.0008766173,0.9460885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3601697,"threshold_uncertainty_score":0.999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093991180410488,"score_gpt":0.3146499188862667,"score_spread":0.2837100070821618,"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."}}