{"id":"W3035393301","doi":"10.33137/ijournal.v5i2.34415","title":"Absorbing What Is Useful: Technology, Classification Systems, and Intangible Knowledge","year":2020,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge management; Transparency (behavior); Standardization; Martial arts; Intangible cultural heritage; Openness to experience; Field (mathematics); Hierarchy; Metadata; Cultural heritage; Computer science; Process (computing); Data science; Political science; World Wide Web; Geography; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008607028,0.0003560942,0.0003405749,0.006231144,0.003187267,0.01645298,0.001107481,0.001513587,0.006966022],"category_scores_gemma":[0.03401576,0.0002320187,0.0003624104,0.007687706,0.01326156,0.02378145,0.004383679,0.001971928,0.0008037324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634702,"about_ca_system_score_gemma":0.003132028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004529569,"about_ca_topic_score_gemma":0.004366116,"domain_scores_codex":[0.9945447,0.002545864,0.0003274061,0.0004511335,0.001767312,0.0003633999],"domain_scores_gemma":[0.9505442,0.03705062,0.004734762,0.003054637,0.00319996,0.001415656],"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":[0.000102083,0.0003100417,0.04034239,0.0004246954,0.00004675741,0.0002991126,0.04786518,0.001142176,0.001279912,0.6106098,0.00386314,0.2937149],"study_design_scores_gemma":[0.00002740208,0.0001816811,0.04270303,0.0009467038,0.00007056734,0.0006293481,0.06578779,0.007372705,0.004455748,0.8043957,0.07332887,0.0001005363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4421549,0.006995521,0.09696066,0.04087713,0.0004678577,0.0002066501,0.000253331,0.0004534477,0.4116305],"genre_scores_gemma":[0.9660428,0.001516212,0.02493169,0.0006172453,0.0001126868,0.00008816006,0.00008623618,0.00005499323,0.006549944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645298,"threshold_uncertainty_score":0.04551888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811445579186753,"score_gpt":0.3813626805504554,"score_spread":0.3132482247585878,"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."}}