{"id":"W7147351991","doi":"10.12887/32-2019-1-125-11","title":"Edukacja w dobie sztucznej inteligencji. wola słuchania jako nowe wyzwanie pedagogiczne","year":2019,"lang":"","type":"article","venue":"Ethos Kwartalnik Instytutu Jana Pawła II KUL","topic":"Education and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperon; Human being","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002743557,0.001653552,0.001857764,0.0004388796,0.005306187,0.0008203072,0.002367483,0.001249759,0.02163274],"category_scores_gemma":[0.001044978,0.001518998,0.001155208,0.003001955,0.001338707,0.001704697,0.001197792,0.00204944,0.01825013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002109,"about_ca_system_score_gemma":0.001682553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896828,"about_ca_topic_score_gemma":0.006080778,"domain_scores_codex":[0.9888059,0.001198716,0.002122939,0.002483035,0.002500875,0.002888542],"domain_scores_gemma":[0.9942986,0.000557513,0.001158034,0.001596395,0.001070615,0.001318801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002947024,0.00251034,0.01634704,0.0004498938,0.001272949,0.00006526083,0.6082588,0.00002020922,0.003943389,0.1902363,0.1113913,0.06520972],"study_design_scores_gemma":[0.001023339,0.0007925166,0.004425236,0.0003833918,0.0002258262,0.00001542414,0.2427333,0.00003757243,0.0005431578,0.001954262,0.7460767,0.001789333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798148,0.008373774,0.00002828693,0.0308175,0.01373222,0.002322386,0.000102307,0.0004179821,0.3643907],"genre_scores_gemma":[0.8509526,0.008602727,0.000502254,0.003637448,0.003104741,0.0001781259,0.00009198415,0.0001365105,0.1327937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346854,"threshold_uncertainty_score":0.9996212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031678196219361,"score_gpt":0.3490827711259497,"score_spread":0.308765989163756,"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."}}