{"id":"W4235206102","doi":"10.21083/partnership.v14i2.5412","title":"Featuring \"Features\"","year":2019,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002071722,0.00005197482,0.00006992833,0.0004116342,0.0005631734,0.001786771,0.0006476577,0.00004916352,0.00002047895],"category_scores_gemma":[0.0004912599,0.00003361424,0.00001411774,0.0004362205,0.0001274226,0.03240711,0.0001468674,0.0007742489,0.0000225483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001375032,"about_ca_system_score_gemma":0.001128924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391965,"about_ca_topic_score_gemma":0.00003071537,"domain_scores_codex":[0.9988624,0.0004114301,0.0001846514,0.00003698962,0.0002887409,0.0002157539],"domain_scores_gemma":[0.9981568,0.00110366,0.0001236644,0.0002044973,0.0001946802,0.0002166771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003899165,0.000003542886,0.002054136,0.00006294855,0.00003309041,0.00001650277,0.02364417,0.00002529305,0.000002713318,0.9465526,0.01738112,0.01018491],"study_design_scores_gemma":[0.0002080855,0.0001286632,0.01219661,0.00008591697,0.000003178925,0.0008418433,0.006083292,0.0003175118,0.0002319872,0.003926556,0.9758943,0.00008207397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1055831,0.004702626,0.0003426866,0.4492514,0.0007141337,0.0003889935,0.000002161008,0.0000293167,0.4389857],"genre_scores_gemma":[0.9913982,0.0007004815,0.00214251,0.004231956,0.00007097812,0.000001351943,0.000001386382,0.000003322052,0.001449775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9585131,"threshold_uncertainty_score":0.9992495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462635718423034,"score_gpt":0.3108322264586806,"score_spread":0.2662058692744502,"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."}}