{"id":"W2980897391","doi":"10.3389/fpsyg.2019.02312","title":"Prior Knowledge Predicts Early Consolidation in Second Language Learning","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Haifa; Israel Science Foundation","keywords":"Psychology; Consolidation (business); Cognitive psychology; Cognitive science; Linguistics","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":[0.000491776,0.0001934785,0.0002554084,0.0004015366,0.0001122355,0.0007350396,0.0002044617,0.0004159002,0.002717375],"category_scores_gemma":[0.003335699,0.0002291236,0.0002066527,0.0001822197,0.0002741733,0.0005374953,0.0004747816,0.0004706806,0.0005335191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688309,"about_ca_system_score_gemma":0.000168501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109846,"about_ca_topic_score_gemma":0.001730587,"domain_scores_codex":[0.9997858,0.00003162088,0.00002304879,0.00006543474,0.00006201035,0.00003213826],"domain_scores_gemma":[0.9973214,0.0008394655,0.0009155186,0.0002746904,0.0002562226,0.0003926519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001412794,0.001017794,0.8504131,0.0001136252,0.0001212453,0.0002117177,0.001392437,0.0007655926,0.1096531,0.0002058495,0.0001920416,0.03450068],"study_design_scores_gemma":[0.000004441707,0.0004656265,0.9941321,0.000007921728,0.00001393884,0.0001174013,0.0001243127,0.0006927905,0.004143415,0.0001659142,0.0001255158,0.000006651979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991562,0.00009093351,0.0002683652,0.00001443608,0.000002178791,0.000005825405,0.00004735378,0.000007680726,0.0004070055],"genre_scores_gemma":[0.9991484,0.0000531239,0.0002161416,0.000005458789,0.000002149584,0.000007061839,0.0001057319,0.000003297002,0.0004586886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002717375,"threshold_uncertainty_score":0.009090543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564795980074125,"score_gpt":0.283788304898861,"score_spread":0.2681403450981198,"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."}}