{"id":"W6930262978","doi":"10.5281/zenodo.12253199","title":"Prowirl","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Field (mathematics); Noise (video); Work (physics); Subpoena","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009146629,0.001959254,0.001062024,0.002470277,0.001631112,0.007240636,0.002192408,0.002109033,0.8747743],"category_scores_gemma":[0.003583097,0.0008904168,0.001143086,0.001914932,0.000780414,0.005857986,0.004501669,0.002512852,0.8617839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013245,"about_ca_system_score_gemma":0.001968156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268289,"about_ca_topic_score_gemma":0.003461434,"domain_scores_codex":[0.9988655,0.00008986312,0.00005921163,0.0002061221,0.0006156869,0.0001636904],"domain_scores_gemma":[0.9976266,0.0002009561,0.0001156927,0.0004566441,0.000913841,0.0006862981],"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":[0.0001499214,0.00007652996,0.0001419022,0.000451273,0.000006811556,0.0001213151,0.000113272,0.00008054949,0.00292221,0.00431777,0.8705127,0.1211057],"study_design_scores_gemma":[0.00001015533,0.00002011791,0.0001465957,0.00003473913,0.000002381406,0.00006284855,0.00003457889,0.0000307776,0.0006368266,0.0007954024,0.9982193,0.000006190903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007730194,0.0009963821,0.003548183,0.001751953,0.00238164,0.0002454687,0.006559508,0.008312074,0.9754318],"genre_scores_gemma":[0.002613213,0.000876467,0.001199718,0.0007911758,0.0004660349,0.0001214765,0.004399743,0.003024966,0.9865072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1252257,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706779805591923,"score_gpt":0.3463615684099742,"score_spread":0.1756835878507819,"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."}}