{"id":"W3141106725","doi":"10.5281/zenodo.4500833","title":"Przyroda wyzwaniem dla kultury. Społeczności lokalne wobec obszarów chronionych","year":2021,"lang":"pl","type":"book","venue":"CeON Repository (Centre for Evaluation in Education and Science)","topic":"Urban Development and Cultural Heritage","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004419844,0.0006091894,0.0006304446,0.0004855536,0.002847013,0.001274613,0.0008146204,0.0006044881,0.001526508],"category_scores_gemma":[0.0008071717,0.000597808,0.0002290065,0.001618451,0.001597206,0.001257978,0.0001442425,0.0004762903,0.00007377868],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004348604,"about_ca_system_score_gemma":0.02338323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003446319,"about_ca_topic_score_gemma":0.001278552,"domain_scores_codex":[0.9926724,0.000567971,0.001353923,0.00175481,0.002675399,0.0009755208],"domain_scores_gemma":[0.9948538,0.0002254319,0.0009128562,0.0005283321,0.002917092,0.0005624809],"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":[0.0002008298,0.003044005,0.0332419,0.001198202,0.0001952661,0.00001618035,0.2777331,0.00007443415,0.005372884,0.04268236,0.3249138,0.311327],"study_design_scores_gemma":[0.001664557,0.0001208708,0.03566729,0.001254668,0.0002774466,0.00002339651,0.05773947,0.0013912,0.0007996781,0.001823946,0.8978857,0.001351826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4708618,0.02022187,0.00002162739,0.009943017,0.04582784,0.009698728,0.00005932705,0.0002029075,0.4431629],"genre_scores_gemma":[0.2222692,0.0009103611,0.0008940944,0.0003947066,0.002268756,0.0003173643,0.0006169259,0.00004813556,0.7722805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5729719,"threshold_uncertainty_score":0.9997622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410857574245395,"score_gpt":0.3206059996561945,"score_spread":0.2964974239137405,"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."}}