{"id":"W4245880595","doi":"10.1080/00071005.2011.553516","title":"Reviews","year":2011,"lang":"en","type":"article","venue":"British Journal of Educational Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sociology","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":[0.001291764,0.0009798529,0.0009599275,0.003806696,0.0008955563,0.003528462,0.001729712,0.002332324,0.31491],"category_scores_gemma":[0.007057654,0.0005167917,0.000630802,0.003237826,0.0008159213,0.002049892,0.001784538,0.002233584,0.2396652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909574,"about_ca_system_score_gemma":0.005078162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449174,"about_ca_topic_score_gemma":0.008019968,"domain_scores_codex":[0.9984543,0.000237173,0.0001344778,0.0001872077,0.0008205735,0.000166262],"domain_scores_gemma":[0.9951053,0.0008560648,0.0004063381,0.0005411688,0.002490597,0.0006006167],"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":[0.00002183138,0.00001151029,0.00003886078,0.0008912482,0.000007330288,0.00003236759,0.00002186613,0.0000139103,0.0001730961,0.001143516,0.9052153,0.09242907],"study_design_scores_gemma":[0.000003031861,0.000004213098,0.00007129367,0.0003525895,0.000003769479,0.00004665283,0.00001213587,0.000001846044,0.00003803062,0.0001977493,0.9992673,0.000001505508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004185685,0.5397916,0.0008521444,0.03711616,0.08531121,0.0001968609,0.002812706,0.0006346966,0.3328661],"genre_scores_gemma":[0.003801539,0.3239091,0.0009231421,0.01821196,0.02323123,0.000187579,0.002940975,0.0002851827,0.6265094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.31491,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921794514925547,"score_gpt":0.3795595658615878,"score_spread":0.1873801143690331,"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."}}