{"id":"W2600646202","doi":"","title":"Professional Development, Expectations, and Coaching: One School’s Approach to Strengthening Balanced Literacy Instruction","year":2017,"lang":"en","type":"article","venue":"Antistasis","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Coaching; Literacy; Professional development; Pedagogy; Mathematics education; Political science; Psychology; Computer science","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":[0.007897187,0.0004943087,0.0004740068,0.002624984,0.0120228,0.005879714,0.002506098,0.003633813,0.003454239],"category_scores_gemma":[0.01072429,0.0005207046,0.0007255773,0.0008350923,0.005598798,0.00327857,0.007940168,0.007106784,0.0003982651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101162,"about_ca_system_score_gemma":0.04857124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008439,"about_ca_topic_score_gemma":0.06495248,"domain_scores_codex":[0.9916249,0.004234993,0.0003138965,0.001003403,0.001454875,0.001368043],"domain_scores_gemma":[0.9902563,0.002033747,0.0007523477,0.0006496907,0.001770096,0.004537789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003463277,0.01149693,0.09303699,0.0007787336,0.0001701523,0.000656345,0.1006263,0.002925121,0.005064804,0.2181227,0.04814847,0.5186271],"study_design_scores_gemma":[0.0006598078,0.004034026,0.2671274,0.002124672,0.000559943,0.001179381,0.2163199,0.01546215,0.02199564,0.2374891,0.2325191,0.0005287261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4742562,0.001298739,0.02973649,0.3780024,0.0008616784,0.0006674171,0.00008345232,0.0003868476,0.1147068],"genre_scores_gemma":[0.9628657,0.0003260567,0.02279679,0.005088599,0.00007518783,0.0002118533,0.00002280507,0.00003287991,0.008580209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008439,"threshold_uncertainty_score":0.07339853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05735759730367235,"score_gpt":0.3903793732524337,"score_spread":0.3330217759487613,"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."}}