{"id":"W4253990746","doi":"10.3138/cmlr.61.3.407","title":"Effects of Mastery and Performance Goals on the Composition Strategy Use of Adult EFL Writers","year":2005,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"Psychology; Think aloud protocol; Mastery learning; Composition (language); English as a foreign language; Scale (ratio); Homogeneous; Mathematics education; Social psychology; Linguistics; Computer science","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":[0.001004925,0.0002188088,0.0002012093,0.0005784673,0.0002026226,0.0006546551,0.0001345703,0.0002411564,0.001338681],"category_scores_gemma":[0.009302584,0.000164966,0.0001523234,0.0001896501,0.0003838578,0.0003474104,0.0006451857,0.000362304,0.0002298768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074202,"about_ca_system_score_gemma":0.0002434605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075575,"about_ca_topic_score_gemma":0.00214072,"domain_scores_codex":[0.9993474,0.0001612003,0.00006762933,0.0001044627,0.0002322041,0.00008703818],"domain_scores_gemma":[0.9900574,0.003131697,0.00470587,0.0003560764,0.0006101407,0.001138729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006060205,0.0003907292,0.9748279,0.0000269662,0.00007001541,0.000159601,0.001712046,0.0001035182,0.003805514,0.00003588695,0.00009113487,0.01817056],"study_design_scores_gemma":[0.000008400251,0.0003301589,0.9986595,0.000003848557,0.000006787327,0.00008206454,0.0003408862,0.00008059695,0.0003824474,0.00003327342,0.00006872495,0.000003413888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996124,0.00005444124,0.0000221352,0.00001398743,0.000001009455,0.00000230934,0.000009422311,0.000001380004,0.0002830364],"genre_scores_gemma":[0.999635,0.00003756546,0.00005767153,0.000008129775,0.000002825633,0.000004117848,0.0000240035,0.000001080185,0.0002295828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001338681,"threshold_uncertainty_score":0.005314589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452040045220082,"score_gpt":0.269719740182643,"score_spread":0.2451993397304422,"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."}}