{"id":"W6931374889","doi":"10.5281/zenodo.4685131","title":"duecredit/duecredit: 0.9.1","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Set (abstract data type); Matrix (chemical analysis); Action (physics); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007732666,0.004458957,0.002659573,0.00432812,0.001647981,0.0107678,0.006416081,0.004217396,0.7697855],"category_scores_gemma":[0.04908127,0.004614289,0.004213185,0.003045988,0.001560159,0.007898166,0.00778287,0.006338618,0.7994694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002906148,"about_ca_system_score_gemma":0.002745137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040131,"about_ca_topic_score_gemma":0.002190813,"domain_scores_codex":[0.9955956,0.0006575083,0.0003880937,0.0009231822,0.001603881,0.0008317305],"domain_scores_gemma":[0.9766746,0.005473926,0.001257135,0.00718206,0.007164786,0.002247554],"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":[0.0001709229,0.00002598151,0.0002057993,0.0003548654,0.00003150153,0.00005478217,0.00009278216,0.0001203094,0.0004604095,0.001289932,0.9796668,0.01752586],"study_design_scores_gemma":[0.0002196578,0.00004704833,0.0009127514,0.0002942305,0.00003052435,0.00018582,0.00005088982,0.0008883408,0.00406466,0.003014632,0.9901699,0.000121447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0002978038,0.0001432035,0.02326572,0.0006808747,0.0009653054,0.0004465568,0.03978495,0.8974482,0.03696739],"genre_scores_gemma":[0.003790499,0.0002163273,0.014762,0.0007161276,0.0002733027,0.0007489816,0.04732049,0.8531692,0.07900313],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7697855,"threshold_uncertainty_score":0.3283731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06935257796279899,"score_gpt":0.3029431713364969,"score_spread":0.2335905933736979,"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."}}