{"id":"W2612970916","doi":"10.24917/20801653.311","title":"Przemiany strukturalne wybranych sektorów gospodarki","year":2017,"lang":"pl","type":"article","venue":"Studies of the Industrial Geography Commission of the Polish Geographical Society","topic":"Polish socio-economic development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"École nationale d'administration publique","keywords":"Business","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","open_science","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.003453336,0.0009203266,0.002493858,0.0002399394,0.004218496,0.0003134142,0.007264606,0.001334999,0.0002277256],"category_scores_gemma":[0.002713878,0.0006701594,0.005722262,0.001144598,0.007460992,0.0004505119,0.006262089,0.002345909,0.00001206625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968718,"about_ca_system_score_gemma":0.000289961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244685,"about_ca_topic_score_gemma":0.0001144945,"domain_scores_codex":[0.9935605,0.00033552,0.003053371,0.001110567,0.0005675211,0.0013725],"domain_scores_gemma":[0.9878874,0.0006158567,0.006468724,0.004209598,0.0004193984,0.0003989649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172197,0.0004189378,0.8786074,0.0002250459,0.004833155,4.005616e-7,0.001927743,0.00003304223,0.00001987864,0.006042254,0.1049795,0.002795433],"study_design_scores_gemma":[0.004344253,0.0001595205,0.842267,0.001269194,0.0004824981,0.000002866282,0.002718519,0.00007040644,0.0005777166,0.02337663,0.1236977,0.001033751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129112,0.01358746,0.000002696981,0.04556647,0.01463924,0.001894335,0.002693894,0.00005094374,0.008653767],"genre_scores_gemma":[0.9904493,0.005832599,0.000208987,0.0004828058,0.001006697,0.00004756846,0.000008060258,0.00007399352,0.001889968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07753813,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026630576716995,"score_gpt":0.2885249358455829,"score_spread":0.1858618781738834,"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."}}