{"id":"W7095421777","doi":"","title":"No Child Left Behind Teacher Quality Mandates: Some Recommendations for Supporting Science Teachers in California Panel testimony prepared for the No Child Left Behind Public Hearing","year":2015,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"No child left behind; Left behind; Quarter (Canadian coin); Quality (philosophy); Professional development; Teacher education; German","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":[0.03664824,0.0006612269,0.0007408359,0.001433555,0.0155118,0.009048152,0.01087982,0.04782075,0.02519022],"category_scores_gemma":[0.06526402,0.001339594,0.001571019,0.001079228,0.00530809,0.007831738,0.01217016,0.02274436,0.003755043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127816,"about_ca_system_score_gemma":0.09735729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2256818,"about_ca_topic_score_gemma":0.423901,"domain_scores_codex":[0.9779163,0.006158474,0.002127234,0.001486593,0.005081405,0.007229903],"domain_scores_gemma":[0.9249789,0.02480572,0.003730788,0.002694556,0.01678225,0.02700792],"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":[0.00006568263,0.0003614121,0.004570291,0.0004452596,0.00001504218,0.001030351,0.006196742,0.0003443063,0.0008226062,0.01504702,0.9496369,0.02146431],"study_design_scores_gemma":[0.0002162129,0.0003174271,0.02172318,0.004322631,0.00007838797,0.0005872793,0.04695294,0.0004915221,0.0008348005,0.005864751,0.9183416,0.0002691436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01228406,0.004902668,0.001788298,0.9099457,0.006788656,0.0008974068,0.0004424862,0.0004385657,0.06251216],"genre_scores_gemma":[0.1388881,0.0066576,0.01894306,0.685483,0.00366664,0.00511086,0.0008339773,0.0003342657,0.1400825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2256818,"threshold_uncertainty_score":0.4487363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128347257462744,"score_gpt":0.3896726941992675,"score_spread":0.2613254367365235,"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."}}