{"id":"W4300334776","doi":"","title":"Bridging Fields at a Critical Time","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Bridging (networking); Computer science; Computer security","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":[0.03407409,0.00109726,0.001216908,0.003421377,0.01216681,0.02955263,0.003224759,0.01129872,0.04161087],"category_scores_gemma":[0.05274989,0.0008186054,0.0008304541,0.00146983,0.02408769,0.03677956,0.02590133,0.01917992,0.009738721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006886233,"about_ca_system_score_gemma":0.02224565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709104,"about_ca_topic_score_gemma":0.001169613,"domain_scores_codex":[0.980956,0.009465301,0.0007367315,0.002000668,0.004340221,0.002501102],"domain_scores_gemma":[0.9263459,0.03413318,0.002792207,0.007321271,0.009618153,0.01978928],"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":[0.0001224013,0.0001666234,0.0005156684,0.0006957444,0.00002863522,0.0007178804,0.0527387,0.0001714084,0.001468011,0.4363762,0.3655354,0.1414633],"study_design_scores_gemma":[0.00001274889,0.0000498814,0.0001318629,0.0007539892,0.000006832478,0.0001931658,0.01370629,0.00007018029,0.0002804255,0.1229445,0.8618292,0.00002090114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01083454,0.03596815,0.04204737,0.6411362,0.111892,0.0003068419,0.0001312781,0.0007759086,0.1569076],"genre_scores_gemma":[0.3383777,0.03614158,0.06138701,0.2317951,0.07539753,0.001047034,0.0003579245,0.002033565,0.2534625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04161087,"threshold_uncertainty_score":0.1802031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564834474927331,"score_gpt":0.5388802856854868,"score_spread":0.3823968381927537,"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."}}