{"id":"W1201441239","doi":"","title":"Lepsze niż Ziemia","year":2015,"lang":"pl","type":"article","venue":"Świat Nauki/Świat nauki","topic":"Polish socio-economic development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00384412,0.001583321,0.002842671,0.001621298,0.0005739169,0.0009294337,0.002393197,0.001527436,0.003467956],"category_scores_gemma":[0.001587697,0.00210063,0.0009523814,0.001549796,0.0005379663,0.001505746,0.001247632,0.001499755,0.04620774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006267962,"about_ca_system_score_gemma":0.002237474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262542,"about_ca_topic_score_gemma":0.0002570545,"domain_scores_codex":[0.9897552,0.000168774,0.003860024,0.002732448,0.0004300888,0.003053521],"domain_scores_gemma":[0.9926451,0.0003714373,0.002214975,0.002420592,0.0003318955,0.002015972],"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":[0.00026493,0.0009693647,0.1442726,0.0003145269,0.001315704,0.0001701045,0.009289884,0.0004623465,0.0000208091,0.08718432,0.7443275,0.01140784],"study_design_scores_gemma":[0.005719153,0.0003090897,0.02462458,0.0001453974,0.00009511101,0.0000580188,0.001156624,0.001576364,0.0002487718,0.0205004,0.9428006,0.002765856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4083155,0.03648372,0.001294139,0.01621629,0.02877811,0.002827284,0.00342166,0.0008365924,0.5018267],"genre_scores_gemma":[0.8610089,0.003546744,0.003333586,0.00499773,0.004480474,0.0002417548,0.0004676303,0.0004807838,0.1214424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4526934,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101482466937363,"score_gpt":0.2342496173181769,"score_spread":0.1241013706244406,"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."}}