{"id":"W2344200560","doi":"10.15353/joci.v12i1.3206","title":"Editorial: a legacy to cherish","year":2016,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Engineering ethics; Political science; Philosophy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07195723,0.0003368728,0.001018828,0.0005994958,0.0008058386,0.003590561,0.02306676,0.001046999,0.0001110298],"category_scores_gemma":[0.1390978,0.0001540015,0.0002988915,0.0009012119,0.0002171573,0.006344656,0.002574179,0.009585795,0.0004767667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447036,"about_ca_system_score_gemma":0.001486273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448634,"about_ca_topic_score_gemma":0.00002689629,"domain_scores_codex":[0.9842905,0.002742932,0.003815858,0.00002908853,0.008684978,0.0004366439],"domain_scores_gemma":[0.9439132,0.04072431,0.006098822,0.002392547,0.006456996,0.000414109],"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":[0.0001226376,0.00002298585,0.000002549327,0.00001250921,0.00005227786,1.467279e-7,0.03788606,0.00003357045,0.000001284629,0.00000919257,0.9514483,0.01040847],"study_design_scores_gemma":[0.000442762,0.000205205,0.000007730765,0.0002594346,0.00006364151,0.00001404156,0.03822711,0.000004059577,0.000008857075,0.005832509,0.9547352,0.0001994659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002586402,0.00006171772,0.002523882,0.002551353,0.982793,0.0001600666,0.00009722423,0.00001840894,0.009207975],"genre_scores_gemma":[0.001462383,0.0002099527,0.0001569567,0.0006785998,0.9958219,0.000001639589,0.000007128733,0.00002513194,0.00163633],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06714056,"threshold_uncertainty_score":0.9974438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576785305425649,"score_gpt":0.4136001487363252,"score_spread":0.3478322956820687,"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."}}