{"id":"W2605740863","doi":"","title":"Interdisciplinary Knowledge Organization. by Rick Szostak, Claudio Gnoli, and Maria Lopez-Huertas","year":2016,"lang":"en","type":"article","venue":"Canadian journal of information science","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Management; Psychology; Mathematical economics; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001173982,0.0001027108,0.0001201097,0.0008030523,0.0005161458,0.0006124269,0.001169966,0.00003611337,0.00006572666],"category_scores_gemma":[0.0005732696,0.00007154761,0.00002388989,0.00144352,0.0004037722,0.005927326,0.0002977856,0.0001110872,0.0002274138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989616,"about_ca_system_score_gemma":0.001372982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008462823,"about_ca_topic_score_gemma":0.0003482105,"domain_scores_codex":[0.9988289,0.00003526209,0.0004304165,0.00012686,0.0002696087,0.0003088762],"domain_scores_gemma":[0.9978513,0.00005938207,0.0003113536,0.0002391146,0.0009500082,0.0005888678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007085467,0.00003012105,0.01932153,0.0000574944,0.00003462462,0.00002931999,0.02481129,0.00007250658,0.0007609419,0.1266986,0.2149845,0.613192],"study_design_scores_gemma":[0.003401033,0.0009698318,0.1219629,0.001089992,0.00004462702,0.001166519,0.006800721,0.01273594,0.005905444,0.006266,0.8380879,0.001569069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0601845,0.0005600049,0.8560284,0.01425578,0.002273116,0.0002135045,0.000009990286,0.00005752523,0.06641716],"genre_scores_gemma":[0.9961702,0.00003080156,0.002763166,0.0002935107,0.00004100428,7.755664e-7,8.543664e-7,0.000003864494,0.0006958444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9359857,"threshold_uncertainty_score":0.5905647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005979802557174605,"score_gpt":0.2217623573692219,"score_spread":0.2157825548120473,"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."}}