{"id":"W4297014801","doi":"10.1080/10494820.2022.2121729","title":"Examining the key drivers of student acceptance of online labs","year":2022,"lang":"en","type":"article","venue":"Interactive Learning Environments","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; John Abbott College","funders":"","keywords":"Expectancy theory; Psychology; Unified theory of acceptance and use of technology; Variance (accounting); Social influence; Contrast (vision); Social psychology; Applied psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003108144,0.0002741819,0.0003479794,0.001152515,0.0005603952,0.002208595,0.0005527981,0.0008366645,0.006591904],"category_scores_gemma":[0.01975678,0.0002990211,0.0006773323,0.001175358,0.0006648771,0.001323192,0.001333657,0.001494889,0.0006568381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498121,"about_ca_system_score_gemma":0.001554722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836456,"about_ca_topic_score_gemma":0.004757455,"domain_scores_codex":[0.9980586,0.0006824252,0.0001723828,0.0001809232,0.000524328,0.0003812418],"domain_scores_gemma":[0.9716017,0.01525494,0.006714602,0.0008381534,0.002722433,0.002868187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003191231,0.0002700546,0.993093,0.00001378961,0.00002316207,0.00002785018,0.0009848787,0.00008474177,0.000136987,0.0002092989,0.0000737816,0.005050665],"study_design_scores_gemma":[0.000005638153,0.0001488147,0.9936883,0.00002011148,0.00002582306,0.00002989982,0.003974891,0.00141833,0.0001937479,0.0002136317,0.0002716381,0.000009208927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989944,0.00002152907,0.0001099294,0.0001432425,0.000002070347,0.000009031001,0.00003446655,0.000003054413,0.0006822154],"genre_scores_gemma":[0.9995944,0.00002777841,0.00008068262,0.00001429333,0.000003526553,0.0000100038,0.00004264869,0.000001304138,0.0002252936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006591904,"threshold_uncertainty_score":0.02205217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805602521572117,"score_gpt":0.3310464275898956,"score_spread":0.3029904023741745,"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."}}