{"id":"W4388556069","doi":"","title":"A Communication Model that Bridges Knowledge Delivery between Data Miners and Domain Users","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Domain (mathematical analysis); Data modeling; Computer security; Software engineering","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":[0.03506057,0.0008340402,0.0006080629,0.00368237,0.004382844,0.01040377,0.002496698,0.006013446,0.0073344],"category_scores_gemma":[0.05838601,0.0007415978,0.0008632388,0.001909142,0.004556544,0.02243354,0.008431507,0.003373653,0.003967447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883673,"about_ca_system_score_gemma":0.01054819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213584,"about_ca_topic_score_gemma":0.002134573,"domain_scores_codex":[0.9567087,0.03078341,0.002152573,0.002992294,0.006089923,0.001273137],"domain_scores_gemma":[0.9322894,0.03827526,0.005039358,0.01018969,0.01119838,0.00300799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007653337,0.001759865,0.01663277,0.0009997238,0.0001104527,0.001348381,0.1078084,0.005225739,0.02090215,0.4257923,0.01553826,0.4031166],"study_design_scores_gemma":[0.0006690678,0.00268525,0.01433267,0.002147653,0.000360548,0.004037355,0.08968174,0.1469293,0.03823605,0.34893,0.3513477,0.0006426531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06173555,0.0002383419,0.8545662,0.02182155,0.0001835502,0.001755772,0.0002249715,0.002864068,0.05661009],"genre_scores_gemma":[0.5796439,0.000290671,0.3980468,0.00196815,0.0001007534,0.002545402,0.0004637964,0.0003530013,0.01658765],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03506057,"threshold_uncertainty_score":0.1854202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587649952990895,"score_gpt":0.2741498404232482,"score_spread":0.2153848451241587,"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."}}