{"id":"W3216445862","doi":"10.5539/hes.v12n1p1","title":"Extrinsic and Intrinsic for online Classroom","year":2021,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Psychology; Descriptive statistics; Feeling; Test (biology); Higher education; Regression analysis; Statistics; Social psychology; Mathematics; Developmental psychology; Biology","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":[0.00104962,0.0002060039,0.0002158072,0.0004753253,0.0009166928,0.002490481,0.0002609456,0.0003018783,0.007357856],"category_scores_gemma":[0.007142336,0.0001255201,0.0003766672,0.0003585147,0.000664064,0.0005886304,0.001656099,0.000807242,0.0006931733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005321494,"about_ca_system_score_gemma":0.0008709108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000681373,"about_ca_topic_score_gemma":0.002914842,"domain_scores_codex":[0.9977635,0.0008003609,0.0001242448,0.0001382552,0.0008177762,0.0003558536],"domain_scores_gemma":[0.9882923,0.001729536,0.00403573,0.0005527886,0.00136257,0.004027144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116738,0.0007108768,0.8930576,0.0003088357,0.0001271505,0.0005510054,0.007860015,0.000199015,0.003137373,0.003777873,0.002109856,0.08794875],"study_design_scores_gemma":[0.00001077825,0.0003228882,0.977807,0.00008795474,0.00004802514,0.0006026969,0.00994091,0.0004218306,0.0007710515,0.001005801,0.00895148,0.00002963174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788154,0.0001677486,0.0009761729,0.0003800947,0.00003500103,0.0000247204,0.00009410328,0.00001978511,0.01948687],"genre_scores_gemma":[0.9966739,0.00008345186,0.0004089543,0.00004938285,0.00001925512,0.00001066537,0.00005829847,0.000008302981,0.002687649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007357856,"threshold_uncertainty_score":0.02461451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597831139938572,"score_gpt":0.3739574120986185,"score_spread":0.3141742981047613,"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."}}