{"id":"W4380304727","doi":"10.3998/ticker.4471","title":"ELC (Entrepreneurship and Libraries Conference) International 2022","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Political science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001167991,0.0002401411,0.0003159909,0.0001553144,0.0002197321,0.0005089003,0.002710337,0.0001071313,0.0002408714],"category_scores_gemma":[0.0006041286,0.0001662163,0.00006564611,0.001881188,0.0002370405,0.001544664,0.001986624,0.0006009475,0.0008317769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001273636,"about_ca_system_score_gemma":0.0001143784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005561103,"about_ca_topic_score_gemma":4.587265e-7,"domain_scores_codex":[0.997903,0.0003398931,0.0004270557,0.00054185,0.0004092251,0.0003789664],"domain_scores_gemma":[0.9984587,0.000396065,0.0001878576,0.0007565742,0.00009224992,0.0001084858],"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":[0.00000597532,0.00001538541,0.005265896,0.001110301,0.00006548881,0.00002349058,0.0008399263,0.000007333909,0.00001900835,0.7071357,0.1041616,0.1813498],"study_design_scores_gemma":[0.000370847,0.00001665687,0.04112082,0.003582036,0.00009718815,0.00005479098,0.0001379074,0.007821795,0.00004070538,0.06578618,0.8804585,0.0005125256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002580002,0.1834307,0.03713302,0.7296075,0.003734594,0.001476824,0.00001169661,0.002383806,0.03964186],"genre_scores_gemma":[0.2902032,0.5992411,0.003838939,0.03796526,0.002002776,0.0005457551,0.0002085209,0.0001625782,0.0658319],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7762969,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499443002768215,"score_gpt":0.2737785805132952,"score_spread":0.2187841504856131,"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."}}