{"id":"W4387246201","doi":"10.7152/nasko.v9i1.16315","title":"Repositioning the Base Level of Bibliographic Relationships: or, A Cataloguer, a Post-Modernist and a Chatbot Walk Into a Bar","year":2023,"lang":"en","type":"article","venue":"NASKO","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Chatbot; Bar (unit); Base (topology); World Wide Web; Computer science; Mathematics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006380925,0.000157325,0.0001740313,0.001679717,0.0004943353,0.000380273,0.0002181718,0.00007893406,0.00001843625],"category_scores_gemma":[0.0008437214,0.0001182918,0.00007856014,0.005234021,0.0001785925,0.001078856,0.0002108607,0.000209209,0.0001762604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001621273,"about_ca_system_score_gemma":0.00002964123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028562,"about_ca_topic_score_gemma":0.001139706,"domain_scores_codex":[0.9988665,0.00001473536,0.0003213197,0.0003010801,0.0002521702,0.0002442119],"domain_scores_gemma":[0.9990605,0.0001837877,0.0002385767,0.0003054306,0.0001982602,0.00001346368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001111541,0.0006263111,0.5945476,0.004281359,0.0004460034,0.0006555187,0.004965255,0.0002561689,0.02903744,0.2502847,0.08332645,0.03046166],"study_design_scores_gemma":[0.001976621,0.0001428506,0.9007265,0.001348383,0.00021203,0.0001039235,0.00283823,0.01513793,0.001034471,0.04544437,0.02997064,0.001064059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916203,0.0002719944,0.0006004958,0.002587711,0.0001501796,0.0003519733,0.00003388344,0.0002486637,0.004134803],"genre_scores_gemma":[0.9981719,0.00004212966,0.0001663452,0.0004376661,0.0001154242,0.0000539771,0.0001133836,0.00003090751,0.0008682227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3061789,"threshold_uncertainty_score":0.4823801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284592887265562,"score_gpt":0.2754372018437888,"score_spread":0.1469779131172325,"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."}}