{"id":"W7038829258","doi":"","title":"Information Environment Mapping","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"Intermediary; Information and Communications Technology; Order (exchange); Interface (matter); Intermediation; Face (sociological concept); Information system","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001983148,0.00002396852,0.00002580763,0.00003601977,0.0002589283,0.00002912062,0.00003833114,0.0000162438,0.006116203],"category_scores_gemma":[0.0000345833,0.00002367302,0.000009612566,0.0001017811,0.00005486194,0.0001908283,0.000007178209,0.00002230202,0.00008622948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004447537,"about_ca_system_score_gemma":0.00001909027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008249289,"about_ca_topic_score_gemma":0.0003123333,"domain_scores_codex":[0.9996585,0.00001862905,0.00008611311,0.00002572864,0.0001304933,0.00008052318],"domain_scores_gemma":[0.9998745,0.0000149693,0.00003447246,0.00004080216,0.00002447006,0.00001084187],"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":[0.000001082116,0.00003851873,0.01126362,0.000007278545,0.000006628847,1.68667e-7,0.08970723,0.0000101727,0.00096154,0.7073861,0.1194839,0.07113373],"study_design_scores_gemma":[0.0000396902,0.000001503851,0.03124952,0.000001664194,8.035404e-7,4.554354e-8,0.02711781,0.000003184282,0.00006180407,0.005006697,0.936483,0.00003431924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07686873,0.00001754637,0.001404257,0.006083573,0.0001454425,0.00007049855,9.967761e-7,0.00004030245,0.9153687],"genre_scores_gemma":[0.9933097,0.00001944672,0.00155838,0.0004207446,0.0002455933,0.00001058524,0.00001162481,0.00000115388,0.004422728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.916441,"threshold_uncertainty_score":0.9947923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472175476146237,"score_gpt":0.2714338097794747,"score_spread":0.2567120550180123,"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."}}