{"id":"W2981601973","doi":"10.11575/prism/31903","title":"Data Management Planning","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":[0.03455643,0.001081497,0.0007766141,0.007253871,0.005097114,0.01235554,0.00443196,0.001465793,0.06727957],"category_scores_gemma":[0.07593627,0.00147504,0.001466237,0.008488225,0.001438184,0.008037794,0.004669136,0.004227864,0.02894782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006972734,"about_ca_system_score_gemma":0.0301332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413408,"about_ca_topic_score_gemma":0.01061259,"domain_scores_codex":[0.97833,0.00668431,0.00307871,0.003036788,0.007263819,0.001606437],"domain_scores_gemma":[0.9257908,0.01817068,0.003480281,0.0170492,0.02995469,0.005554375],"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":[0.0002568637,0.0002764386,0.003172237,0.0007803654,0.0000540239,0.0002839992,0.005279399,0.003703566,0.002555411,0.1030473,0.4518449,0.4287454],"study_design_scores_gemma":[0.00005221403,0.00006060978,0.001032877,0.0002783021,0.00002460318,0.0001051198,0.002109895,0.005758339,0.002433534,0.02491626,0.9631588,0.00006940164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00762582,0.0007797817,0.6106154,0.01691268,0.002379373,0.0270503,0.02940257,0.02614375,0.2790903],"genre_scores_gemma":[0.03628154,0.0009669186,0.8222369,0.002048074,0.0005000443,0.01468948,0.03412813,0.003959573,0.08518928],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06727957,"threshold_uncertainty_score":0.2250726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3173213902702195,"score_gpt":0.3987295906272165,"score_spread":0.08140820035699703,"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."}}