{"id":"W3184881082","doi":"10.1186/s12910-021-00667-7","title":"Preprints in times of COVID19: the time is ripe for agreeing on terminology and good practices","year":2021,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Terminology; Philosophy of medicine; Social media; Internet privacy; Peer review; Public relations; Political science; Computer science; Law; Medicine; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5267482,0.002005164,0.005566342,0.009608971,0.01466547,0.06430966,0.01186408,0.02163693,0.02851627],"category_scores_gemma":[0.7391448,0.003395867,0.004440567,0.01075005,0.04144082,0.035959,0.02155643,0.04485403,0.06170427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0130516,"about_ca_system_score_gemma":0.07518493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004806364,"about_ca_topic_score_gemma":0.004312331,"domain_scores_codex":[0.4204164,0.3600755,0.0895191,0.01657019,0.1062966,0.00712226],"domain_scores_gemma":[0.146875,0.3622375,0.04987496,0.1758818,0.2398917,0.02523913],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002597939,0.0001234049,0.0008091099,0.003481501,0.0001169798,0.0004971797,0.01718759,0.0002892802,0.001652508,0.07944968,0.7909794,0.1051536],"study_design_scores_gemma":[0.00003983032,0.00008146583,0.0007243998,0.006130281,0.00002835115,0.0002928744,0.004120385,0.0002974349,0.0008189899,0.03584575,0.9514255,0.0001947445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002521488,0.01348596,0.1114442,0.7150409,0.1064652,0.003184864,0.001422901,0.008568889,0.03786574],"genre_scores_gemma":[0.04701876,0.02594691,0.4128165,0.3655184,0.04808824,0.009848067,0.004140403,0.02888435,0.05773843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9881359,"threshold_uncertainty_score":0.5836038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2681043572538847,"score_gpt":0.5086027794435086,"score_spread":0.240498422189624,"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."}}