{"id":"W7096833747","doi":"","title":"Don’t You Want to Do Better? Implementing","year":2011,"lang":"en","type":"article","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); English language; English as a second language; Affect (linguistics); School system","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":[0.009871323,0.0005264515,0.001494444,0.002025362,0.0007727988,0.005937601,0.001594574,0.002630306,0.01646339],"category_scores_gemma":[0.07571772,0.0004825605,0.0008390641,0.00185224,0.001508798,0.005725722,0.001391294,0.004807252,0.007920402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284983,"about_ca_system_score_gemma":0.008922546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005393342,"about_ca_topic_score_gemma":0.0132824,"domain_scores_codex":[0.9917102,0.004387859,0.0008465401,0.0003762623,0.002447755,0.0002313484],"domain_scores_gemma":[0.9538235,0.02529072,0.003805625,0.001517483,0.01338014,0.002182492],"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":[0.00003803803,0.00004482399,0.0002205327,0.006932244,0.0001129204,0.00004629923,0.0002815764,0.00004384623,0.00007034494,0.00263351,0.6813017,0.3082742],"study_design_scores_gemma":[0.00006451838,0.0001255797,0.0007931932,0.02088736,0.0001645162,0.0002059021,0.000563968,0.00003267603,0.0001013783,0.002865709,0.9741643,0.00003100045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006626417,0.780306,0.000749635,0.1679278,0.02991902,0.0002403472,0.0002290404,0.000131537,0.01983388],"genre_scores_gemma":[0.009603688,0.8384131,0.003219314,0.107257,0.01744419,0.0005289501,0.0003144805,0.0001357497,0.02308346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01646339,"threshold_uncertainty_score":0.05507559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241600533120569,"score_gpt":0.3186896606439693,"score_spread":0.2762736553127635,"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."}}