{"id":"W2568239452","doi":"10.15353/cjds.v5i4.321","title":"Review of Firmston, Stupid","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Vocabulary; Psychology; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003607766,0.0007529738,0.002319378,0.006731697,0.0007334285,0.002825039,0.001762433,0.003068516,0.01082557],"category_scores_gemma":[0.019079,0.0006081449,0.0008256052,0.006596953,0.001018304,0.00357943,0.001556777,0.002787236,0.003858901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166005,"about_ca_system_score_gemma":0.006088301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007366756,"about_ca_topic_score_gemma":0.01426962,"domain_scores_codex":[0.9986727,0.0003024445,0.0003580957,0.0001811207,0.0004065158,0.00007905833],"domain_scores_gemma":[0.9899861,0.005413892,0.0008796511,0.0001940921,0.00291257,0.0006135984],"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":[0.0001420401,0.00003894653,0.0002215758,0.05874294,0.000191347,0.0001432854,0.0002639971,0.00007595502,0.0001625084,0.002660253,0.5696489,0.3677082],"study_design_scores_gemma":[0.00003473812,0.00003611915,0.0007504781,0.04001082,0.0001753528,0.0003646743,0.0001497977,0.00001091579,0.00004509846,0.0006009135,0.9577978,0.000023191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003795938,0.9932824,0.0000290553,0.003833802,0.002175119,0.000008841308,0.00004479312,0.000003254807,0.0005846747],"genre_scores_gemma":[0.0005013013,0.9909244,0.00008391038,0.005750477,0.001888041,0.00002182049,0.00007019872,0.000005629166,0.0007542002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01082557,"threshold_uncertainty_score":0.03621513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08675621221089154,"score_gpt":0.3780488774369935,"score_spread":0.291292665226102,"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."}}