{"id":"W4408149222","doi":"10.24917/20811861.22.47","title":"Inteligentne metadane dla polskich instytucji kultury. Analiza zagranicznej literatury przedmiotu","year":2025,"lang":"pl","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006397556,0.0005108629,0.0005808577,0.01190846,0.002550039,0.01651207,0.001144138,0.000924475,0.01119187],"category_scores_gemma":[0.01560044,0.0004374789,0.0006746822,0.01904461,0.005000151,0.01317569,0.005713885,0.001624024,0.001750356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006067555,"about_ca_system_score_gemma":0.006244137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276739,"about_ca_topic_score_gemma":0.007515598,"domain_scores_codex":[0.9913693,0.002407606,0.001054255,0.001314195,0.003326111,0.0005285354],"domain_scores_gemma":[0.9876265,0.005854811,0.001830982,0.001890086,0.002346919,0.0004506862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058083,0.00008651685,0.04239255,0.002908972,0.000288855,0.0006143535,0.06778324,0.001050678,0.003340195,0.5948707,0.009628821,0.2769293],"study_design_scores_gemma":[0.00001918906,0.0001265687,0.07128516,0.00359491,0.0002906075,0.0008429689,0.08544412,0.001214485,0.003510547,0.2173648,0.6162041,0.0001025205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3196218,0.03998328,0.07727149,0.02046201,0.0007567458,0.0004350921,0.004301112,0.0007197502,0.5364487],"genre_scores_gemma":[0.9146771,0.01569667,0.03067035,0.0008729536,0.0002308143,0.0004396367,0.001676147,0.0003075203,0.03542887],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01651207,"threshold_uncertainty_score":0.04402345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245862546014965,"score_gpt":0.278662071367867,"score_spread":0.2562034459077173,"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."}}