{"id":"W4406800111","doi":"10.21468/scipost.report.10219","title":"Report on scipost_202411_00019v1","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Industry Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00101058,0.0007755843,0.0009094441,0.001161907,0.002409444,0.007020673,0.001769345,0.003556596,0.9437893],"category_scores_gemma":[0.003261058,0.000391848,0.0007782046,0.001705894,0.0007778417,0.002698438,0.004480038,0.003444924,0.876744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404761,"about_ca_system_score_gemma":0.002044057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532472,"about_ca_topic_score_gemma":0.005015538,"domain_scores_codex":[0.9993792,0.00006492207,0.00002180455,0.0001313185,0.0002369355,0.0001657918],"domain_scores_gemma":[0.9984699,0.0001340171,0.00005078412,0.0004334074,0.0002869348,0.0006249059],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009392887,0.00007686735,0.0001570792,0.00009924443,0.000008701074,0.00009755495,0.00001745535,0.0001193555,0.000389066,0.004526325,0.960068,0.03434644],"study_design_scores_gemma":[0.00002129349,0.00002264088,0.0004190747,0.00004935428,0.000002761274,0.00002302551,0.00003116481,0.0001927162,0.0003622266,0.001381369,0.9974871,0.00000726973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007137444,0.0003348069,0.001036513,0.006653395,0.004566919,0.0001850266,0.04194693,0.00445572,0.9401068],"genre_scores_gemma":[0.00352333,0.0002551394,0.0005626146,0.001417957,0.0005312624,0.0001173271,0.0159176,0.001183155,0.9764916],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9989894,"threshold_uncertainty_score":0.08017772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751490905718528,"score_gpt":0.4539771519458632,"score_spread":0.2788280613740104,"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."}}