{"id":"W648376809","doi":"10.5860/choice.40-3591","title":"Charles Clarke, pen and ink warrior","year":2003,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inkwell; Art; Visual arts; History; Art history; Computer science; Operating 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006868279,0.00007023846,0.0002165219,0.0001116183,0.0005354433,0.0001381604,0.0001278245,0.00006732116,0.001025053],"category_scores_gemma":[0.001224929,0.00007721748,0.00006334678,0.0002097588,0.0002690266,0.000165676,0.00001219733,0.0001229657,0.0001710379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788967,"about_ca_system_score_gemma":0.0002889016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04923083,"about_ca_topic_score_gemma":0.7929338,"domain_scores_codex":[0.9991145,0.0002142748,0.0001891359,0.0001649202,0.0001219272,0.0001953033],"domain_scores_gemma":[0.9994773,0.0000577495,0.00007892165,0.000150257,0.0000342001,0.000201517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003135742,0.0001745488,0.005465254,0.0005164528,0.00002465531,0.00001171247,0.007398016,1.31717e-7,0.0001566048,0.0284358,0.1213669,0.8364468],"study_design_scores_gemma":[0.00008426906,0.000006108601,0.002029642,0.00008255537,0.00001881308,0.000001178421,0.0001751603,3.339099e-7,5.802175e-7,0.0001272673,0.9973778,0.00009628464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06120306,0.8181677,0.00003084971,0.00617862,0.001113198,0.001268443,0.00008713792,0.0001103404,0.1118406],"genre_scores_gemma":[0.004561459,0.9012558,0.002141401,0.003347528,0.001432848,0.00004678418,0.00003316353,0.00003170188,0.08714931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8760109,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419682009407661,"score_gpt":0.3198995710480994,"score_spread":0.2757027509540228,"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."}}