{"id":"W4207071880","doi":"10.5267/j.ijdns.2021.11.004","title":"Students’ perception towards behavioral intention of audio and video teaching styles: An acceptance study","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology acceptance model; Perception; Audio visual; Psychology; Conceptual model; Conceptual framework; Realm; Process (computing); Multimedia; Empirical research; Usability; Computer science; Human–computer interaction","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":[0.010274,0.00008900073,0.0002028653,0.0004858067,0.0004222328,0.0003612534,0.004137971,0.00002505937,0.0001471916],"category_scores_gemma":[0.0003484834,0.00007110537,0.00003274382,0.000438171,0.0003747524,0.00264879,0.002399064,0.0003947211,8.881357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007198701,"about_ca_system_score_gemma":0.0001029099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004488826,"about_ca_topic_score_gemma":0.00004710441,"domain_scores_codex":[0.9956634,0.0002548031,0.0007072794,0.0004034365,0.002825452,0.0001456105],"domain_scores_gemma":[0.9981775,0.00008227754,0.0006888105,0.0004273809,0.0005276719,0.00009632056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008830193,0.0004853893,0.8016849,3.138677e-7,0.00001304263,0.00001752849,0.001458474,0.00009399609,0.00095917,0.0002022519,0.0004333281,0.1945633],"study_design_scores_gemma":[0.0005982828,0.000736626,0.9712815,0.00001516147,0.00002687329,0.0002042395,0.02381307,0.001473529,0.000008578201,0.0007485618,0.001013754,0.00007981936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951815,0.00008988853,0.00338795,0.0003388074,0.000821784,0.00009858316,0.00004707904,0.000009363141,0.00002505693],"genre_scores_gemma":[0.9968078,0.0000488659,0.002917994,0.00007041729,0.00009689967,0.000002121505,0.000005388687,0.000003795871,0.00004677578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944835,"threshold_uncertainty_score":0.7689449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606707537615287,"score_gpt":0.4838571443438937,"score_spread":0.323186390582365,"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."}}