{"id":"W4390989781","doi":"10.5267/j.ijdns.2023.11.001","title":"Adopting ChatGPT: Pioneering a new era in learning platforms","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Knowledge management; Sustainability; Context (archaeology); Psychology; Computer science","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":[0.005069995,0.0004402802,0.0002623446,0.001540922,0.001767547,0.00556034,0.001294843,0.001488767,0.002212568],"category_scores_gemma":[0.01432322,0.0003543808,0.0004502461,0.001464589,0.00431418,0.01171122,0.005065948,0.002539229,0.0006837819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331881,"about_ca_system_score_gemma":0.002179225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060408,"about_ca_topic_score_gemma":0.003492591,"domain_scores_codex":[0.9971823,0.001294459,0.0001102715,0.0003801451,0.0008130808,0.0002197225],"domain_scores_gemma":[0.98665,0.007311603,0.001355833,0.001547017,0.001753958,0.001381694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002570966,0.0004598939,0.07053161,0.001432993,0.00006769379,0.001408584,0.0800411,0.001779307,0.01254402,0.1103792,0.008064445,0.7130341],"study_design_scores_gemma":[0.0001166659,0.002544702,0.1162897,0.002408135,0.0002222227,0.006270988,0.08348668,0.02496305,0.01936326,0.1086688,0.6351572,0.0005085239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651946,0.004043077,0.1316661,0.01988478,0.0006785751,0.0003604528,0.0001545603,0.001417172,0.07660064],"genre_scores_gemma":[0.9380168,0.002629231,0.04814049,0.001974636,0.0003556666,0.0001896711,0.0001307932,0.0001708957,0.008391752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00556034,"threshold_uncertainty_score":0.02681303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234109134908544,"score_gpt":0.4256998175149613,"score_spread":0.3022889040241069,"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."}}