{"id":"W4394723075","doi":"10.5260/chara.25.4.15","title":"GreenFILE","year":2024,"lang":"en","type":"article","venue":"The Charleston Advisor","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003963864,0.001278364,0.001155531,0.008135083,0.001926559,0.008405725,0.004588825,0.001892524,0.6072068],"category_scores_gemma":[0.02218117,0.001313166,0.001156024,0.01032178,0.0006711345,0.00914615,0.005500761,0.001940812,0.5538915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032925,"about_ca_system_score_gemma":0.003457847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007521401,"about_ca_topic_score_gemma":0.008997793,"domain_scores_codex":[0.9974605,0.0003750705,0.0002564999,0.0004246939,0.001193941,0.0002892579],"domain_scores_gemma":[0.9865492,0.004184229,0.0005138752,0.003741401,0.004035695,0.0009757293],"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":[0.00007507465,0.00001979381,0.0002593307,0.0001894677,0.000005687492,0.00003702699,0.0001046167,0.00007365242,0.0001732435,0.002001303,0.9713688,0.02569199],"study_design_scores_gemma":[0.00002517078,0.000009910909,0.0004065196,0.00008927222,0.000004772611,0.00005876499,0.0001009415,0.0001427015,0.00030574,0.001696856,0.9971412,0.00001812076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001469089,0.0004860442,0.01054008,0.001805977,0.0006547341,0.0003544964,0.6757184,0.0943924,0.2145787],"genre_scores_gemma":[0.005032085,0.0007046559,0.01348434,0.001309372,0.0002010648,0.0005695279,0.758921,0.04889248,0.1708855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6072068,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376053306121734,"score_gpt":0.3470118805592328,"score_spread":0.2732513474980155,"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."}}