{"id":"W2520047912","doi":"","title":"SSD Public Website: Teacher Preparation 2: Quarter 3","year":2014,"lang":"en","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; World Wide Web; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016528,0.0007658508,0.0007631668,0.001229284,0.003478608,0.004868395,0.0008672121,0.003263191,0.7288146],"category_scores_gemma":[0.002828196,0.0006461036,0.0006825136,0.000820254,0.0005517766,0.001916167,0.002296418,0.002263105,0.5535734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607373,"about_ca_system_score_gemma":0.005341546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395982,"about_ca_topic_score_gemma":0.05320764,"domain_scores_codex":[0.9992039,0.00003995696,0.00002264384,0.00009990074,0.0003481183,0.0002855547],"domain_scores_gemma":[0.9961636,0.0002295247,0.00007978242,0.0003670625,0.001129997,0.002029922],"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":[0.0001094133,0.0001954643,0.0005800528,0.00003769375,0.000002137815,0.00006657394,0.00002473499,0.00002968256,0.0005493626,0.0003444484,0.9834715,0.01458888],"study_design_scores_gemma":[0.00008354703,0.0001240073,0.00855349,0.00005609285,0.000005136545,0.00006294341,0.0001885933,0.0002477499,0.001336957,0.0003665654,0.9889575,0.00001734937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01156061,0.0004983175,0.0009481834,0.01274056,0.01044434,0.0005550154,0.01445,0.01025159,0.9385514],"genre_scores_gemma":[0.007488128,0.0001204786,0.0001813847,0.000802665,0.0005564014,0.00003673598,0.002515721,0.0005998465,0.9876986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7288146,"threshold_uncertainty_score":0.386813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009253816295155249,"score_gpt":0.2138865869891014,"score_spread":0.2046327706939461,"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."}}