{"id":"W4376612231","doi":"10.5539/ies.v16n3p8","title":"Extant Corpus on Intentional Learning Skill and Reflective Learning Log","year":2023,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Active learning (machine learning); Psychology; Lifelong learning; Cooperative learning; Accountability; Educational technology; Open learning; Learning sciences; Synchronous learning; Social learning; Pedagogy; Learning theory; Teaching method; Mathematics education; Computer science; Artificial intelligence","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":[0.001934409,0.0005716335,0.0005559479,0.009883471,0.002189897,0.004383674,0.001214506,0.001891598,0.0302883],"category_scores_gemma":[0.01265233,0.0002955973,0.0003505153,0.01454192,0.004296044,0.006988686,0.002313253,0.002517576,0.008280106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577833,"about_ca_system_score_gemma":0.003832269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008568306,"about_ca_topic_score_gemma":0.01140716,"domain_scores_codex":[0.9983876,0.0005089991,0.0002653833,0.0002867457,0.0004424661,0.0001087438],"domain_scores_gemma":[0.9846965,0.01210116,0.0008249543,0.001044472,0.001071856,0.0002609826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001274891,0.0001673911,0.003391616,0.008404271,0.00003165519,0.0004523989,0.0158115,0.0004203411,0.0009463089,0.3883905,0.1976159,0.3842406],"study_design_scores_gemma":[0.000004161227,0.00001038019,0.005559608,0.004558102,0.00001123171,0.0003158776,0.002086319,0.0001420461,0.0002912444,0.01777302,0.9692326,0.00001540862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01869878,0.1457904,0.02080601,0.01785875,0.002401333,0.0002637194,0.01688552,0.0006963888,0.7765991],"genre_scores_gemma":[0.3763305,0.3463066,0.03655642,0.01714555,0.003475905,0.002061524,0.05506067,0.001743749,0.1613191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0302883,"threshold_uncertainty_score":0.1013245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09147661471238168,"score_gpt":0.4687712470391912,"score_spread":0.3772946323268095,"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."}}