{"id":"W4368371432","doi":"10.4324/9781003419471-5","title":"Success for All","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001199216,0.0008048782,0.0004957625,0.0008448605,0.003544943,0.00445311,0.0009510394,0.001383655,0.122929],"category_scores_gemma":[0.002261054,0.0002028981,0.0003443052,0.0006416225,0.001685041,0.004673087,0.00836247,0.002710269,0.04245955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446081,"about_ca_system_score_gemma":0.003763491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990181,"about_ca_topic_score_gemma":0.007437357,"domain_scores_codex":[0.9985445,0.000294438,0.00004463552,0.0001772488,0.0003932189,0.0005461075],"domain_scores_gemma":[0.9975604,0.0002341682,0.0000882197,0.000217716,0.0003819538,0.001517473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001719339,0.00009088156,0.0007353271,0.0001636911,0.000003875238,0.0001492437,0.003314637,0.00002459222,0.0002194472,0.07422843,0.7252099,0.1958428],"study_design_scores_gemma":[0.000001653273,0.00001895373,0.0005341303,0.00007672114,0.00000122261,0.0001568259,0.0007509894,0.000006169995,0.00004015848,0.002584405,0.9958259,0.000002929125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004473822,0.003048139,0.001082545,0.01424973,0.001852852,0.0001069008,0.0002118962,0.0004071665,0.9745669],"genre_scores_gemma":[0.03166912,0.002912129,0.001952702,0.006089179,0.0006040903,0.0001509872,0.0005025111,0.0003758609,0.9557433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.122929,"threshold_uncertainty_score":0.4112386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658595373509313,"score_gpt":0.3525994022515901,"score_spread":0.2867398649006588,"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."}}