{"id":"W2185152401","doi":"","title":"Developing a Collaborative, Intellectually Engaged Team to Support Reading Comprehension","year":2014,"lang":"en","type":"article","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Advisory committee; Reading (process); Public relations; Management; Political science; Pedagogy; Sociology; Public administration; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008168732,0.000150912,0.0001936052,0.0001139091,0.0002737956,0.00003734103,0.0002139665,0.00008903813,0.008092119],"category_scores_gemma":[0.0003532115,0.0001184774,0.00003336897,0.0004958201,0.00003134736,0.00004979531,0.00005925506,0.0003213154,0.003843153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005176365,"about_ca_system_score_gemma":0.00006951464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004851,"about_ca_topic_score_gemma":0.00001374651,"domain_scores_codex":[0.9982082,0.0006555172,0.000280075,0.0003981587,0.0001639888,0.0002940147],"domain_scores_gemma":[0.9982904,0.001102228,0.00005565508,0.0002332712,0.0001654824,0.000152915],"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":[0.0002662457,0.000558271,0.01547502,0.0000157392,0.0001220321,0.000005573004,0.02492417,0.00000877403,0.005092454,0.2629138,0.6262262,0.06439173],"study_design_scores_gemma":[0.0007361565,0.0009133061,0.1311803,0.00003716964,0.00001067965,0.00002128226,0.007880348,0.00002061812,0.000643414,0.005118286,0.8530006,0.0004378182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4076982,0.000007050354,0.03476631,0.002800004,0.001106255,0.0002983469,0.000003307331,0.0001309772,0.5531896],"genre_scores_gemma":[0.9401521,0.000001968392,0.02749089,0.01003538,0.0001558594,0.00007372812,0.00002682569,0.00001484714,0.02204838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.532454,"threshold_uncertainty_score":0.9969324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0975611554817862,"score_gpt":0.4090275413658427,"score_spread":0.3114663858840565,"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."}}