{"id":"W6943569721","doi":"10.17605/osf.io/kc4u9","title":"Access-Limited Data Source Grading Rubric","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Grading (engineering); Data source; Data collection; Source document","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":[],"consensus_categories":[],"category_scores_codex":[0.06447147,0.0010529,0.001403146,0.02083193,0.004019361,0.004874307,0.003087994,0.001143628,0.02797156],"category_scores_gemma":[0.2396562,0.0006215457,0.001971972,0.01237364,0.001850973,0.003760544,0.006779514,0.00188072,0.007488197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007713036,"about_ca_system_score_gemma":0.02316285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.050858,"about_ca_topic_score_gemma":0.0824176,"domain_scores_codex":[0.9418123,0.01353051,0.01166496,0.00166376,0.02928295,0.002045571],"domain_scores_gemma":[0.6430712,0.06629632,0.01296066,0.0207954,0.2504575,0.006418977],"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":[0.0005669032,0.0003715428,0.02090286,0.005838805,0.0001621403,0.0002178376,0.007907651,0.00138668,0.005194146,0.02222429,0.5233612,0.411866],"study_design_scores_gemma":[0.0002339589,0.0003431122,0.06365167,0.004744112,0.0002925016,0.0003296474,0.006334765,0.004840024,0.007703173,0.01848875,0.8926081,0.0004301016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.125278,0.005953102,0.2747847,0.01114969,0.004515357,0.05219469,0.1360005,0.01523932,0.3748847],"genre_scores_gemma":[0.2632938,0.004637071,0.4876908,0.002877893,0.0007691255,0.05074654,0.1017012,0.004197421,0.08408602],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06447147,"threshold_uncertainty_score":0.3409618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112021665577865,"score_gpt":0.2757286795464997,"score_spread":0.2246084628907211,"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."}}