{"id":"W4281787281","doi":"10.21203/rs.3.rs-1703655/v1","title":"Writing Self-Efficacy in Post-Secondary Students: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Research Square","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Red River College","funders":"","keywords":"Psychology; Medical education; Medicine","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":[0.007772748,0.001129997,0.009116126,0.005156383,0.0007383621,0.002861971,0.001124765,0.002315502,0.003786567],"category_scores_gemma":[0.0333062,0.001114664,0.0082229,0.005357774,0.00109368,0.001637537,0.001631041,0.001884907,0.0002324846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590454,"about_ca_system_score_gemma":0.00979761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185728,"about_ca_topic_score_gemma":0.04952978,"domain_scores_codex":[0.9940023,0.001730015,0.002295464,0.0006256592,0.001097526,0.0002490446],"domain_scores_gemma":[0.976699,0.01695713,0.003973315,0.0003228223,0.001517919,0.0005297543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006703491,0.0002972128,0.009007153,0.8917372,0.0238743,0.0001258607,0.000922521,0.00007436885,0.0001628129,0.0001805991,0.001620008,0.07132755],"study_design_scores_gemma":[0.001181173,0.00108353,0.05114977,0.7861409,0.1477724,0.0004093866,0.002016848,0.0001272691,0.000237864,0.0002483233,0.009524386,0.0001081351],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007829484,0.9907925,0.00009211854,0.0002111248,0.0001676395,0.0003739193,0.0003224287,0.000008805119,0.0002020093],"genre_scores_gemma":[0.09260572,0.9046775,0.0007166422,0.0006719604,0.0001181286,0.0007874115,0.0002140604,0.000006007448,0.0002025943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01185728,"threshold_uncertainty_score":0.0411067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517622325695934,"score_gpt":0.5373961880445993,"score_spread":0.385633955475006,"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."}}