{"id":"W4398360288","doi":"10.7910/dvn/c2qo6j/ptdfwi","title":"CZ.dbf","year":2020,"lang":"pl","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Environmental 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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001054367,0.002399133,0.002350426,0.0007985464,0.0005660835,0.0009931176,0.005883357,0.001529718,0.3855738],"category_scores_gemma":[0.002765509,0.002766541,0.0008153798,0.00176512,0.0008289643,0.001605093,0.005792641,0.003461932,0.9992628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551138,"about_ca_system_score_gemma":0.001386307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008634062,"about_ca_topic_score_gemma":0.0003810834,"domain_scores_codex":[0.9888181,0.0009806793,0.001822445,0.003602906,0.002545082,0.002230776],"domain_scores_gemma":[0.9881,0.0003016466,0.001516388,0.007697081,0.0003232052,0.002061669],"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":[0.0008304313,0.0006237499,0.00002070488,0.001018845,0.001121749,0.005155056,0.0001462328,0.00001516793,0.0004323484,0.0001405669,0.9903132,0.0001819068],"study_design_scores_gemma":[0.002689507,0.0003131503,0.00003699844,0.0005868929,0.002443006,0.000171908,0.0002547881,0.0003227802,0.0001028569,0.00001877223,0.9903616,0.002697729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001332953,0.000003626215,0.00002968907,0.00002746647,0.003485248,0.001537381,0.993016,0.0005970388,0.001290244],"genre_scores_gemma":[0.00002669965,0.001164884,0.000749134,0.002252892,0.00285391,0.00009466814,0.9906932,0.0007039061,0.001460764],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6136889,"threshold_uncertainty_score":0.9997665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646038110365973,"score_gpt":0.2540252699118506,"score_spread":0.2275648888081909,"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."}}