{"id":"W3043708450","doi":"10.20360/langandlit29403","title":"Do Books Make a Difference? The Effects of an Indigo Love of Reading Foundation Grant and Teacher Professional Learning on Motivation for Reading in a Middle School","year":2020,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Reading (process); Literacy; Psychology; Pedagogy; Reading motivation; Mathematics education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929769,0.0000591207,0.0001049219,0.00006147895,0.00003635987,0.00004671531,0.00007495287,0.00002680695,0.00000216995],"category_scores_gemma":[0.001063508,0.00003989323,0.00001438557,0.00009895874,0.0000164976,0.0001844613,0.00003350138,0.000117276,2.103649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008273555,"about_ca_system_score_gemma":0.00002895945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002977701,"about_ca_topic_score_gemma":0.000001687416,"domain_scores_codex":[0.999387,0.0001401875,0.0001419485,0.0001558037,0.00009744847,0.00007764265],"domain_scores_gemma":[0.9989802,0.0007500955,0.0001052685,0.00008598423,0.00003209593,0.0000464082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008167193,0.0001008332,0.02830776,0.0005398481,0.000009746816,0.00000536476,0.349549,0.000002510239,0.0329339,0.007311244,0.000003201338,0.5811549],"study_design_scores_gemma":[0.003601258,0.002042645,0.8646022,0.003657047,0.00004504726,0.00001852426,0.02530216,0.0546602,0.03039526,0.01449274,0.0007157745,0.0004671324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930398,0.0001598303,0.006081515,0.0003176312,0.00006588265,0.0002738806,8.47688e-7,0.000006384631,0.00005426127],"genre_scores_gemma":[0.9807947,0.000005738458,0.01874221,0.0002025884,0.00007238085,0.00001919015,0.000007349101,0.000004078527,0.0001518151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8362945,"threshold_uncertainty_score":0.1626799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574341973108105,"score_gpt":0.3186687828132995,"score_spread":0.2929253630822184,"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."}}