{"id":"W7084670687","doi":"10.5281/zenodo.17273192","title":"filips123/PWAsForFirefox: PWAsForFirefox 2.17.1","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Workflow; Troubleshooting; Process (computing); Work (physics)","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01059593,0.0002834983,0.0003708591,0.0006697064,0.00354923,0.0004695949,0.001834363,0.0005556887,0.2225236],"category_scores_gemma":[0.01227799,0.0003053016,0.0001339539,0.0009738154,0.0007425154,0.0001225367,0.0009137542,0.0006023717,0.01621219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515065,"about_ca_system_score_gemma":0.00005387856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009087414,"about_ca_topic_score_gemma":0.00006580183,"domain_scores_codex":[0.9879038,0.00984632,0.000307089,0.0006824322,0.0005680506,0.0006922798],"domain_scores_gemma":[0.9977446,0.0006304951,0.0002250395,0.0007084439,0.0004151427,0.0002762555],"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":[0.000265569,0.00007359426,0.000002258279,0.00004631088,0.00008934179,0.00001862189,0.001437676,0.000001016358,0.00003503891,0.006779577,0.9394063,0.05184468],"study_design_scores_gemma":[0.0003173506,0.00007344192,0.0001762129,0.0001045279,0.00003168626,0.000007518386,0.0006645301,0.000003489255,0.00002761079,0.0003595212,0.9979292,0.0003048909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000714717,0.0005459434,0.001440631,0.001175388,0.0006620846,0.0006523048,0.000746438,0.00216587,0.9925399],"genre_scores_gemma":[0.0006667178,0.00104485,0.0006995869,0.0003980297,0.0007241129,1.183386e-7,0.00158102,0.004232256,0.9906533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2063114,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484596408815126,"score_gpt":0.3811183716127084,"score_spread":0.2326587307311958,"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."}}