{"id":"W6886066638","doi":"10.14288/cl.v0i15.195151","title":"Book Design in Canada","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Exposition (narrative)","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009014325,0.0006308931,0.0005448597,0.001880135,0.01126377,0.01173937,0.001288244,0.002260715,0.2809611],"category_scores_gemma":[0.002511796,0.0005324376,0.000423987,0.005907545,0.002625717,0.001980897,0.001950272,0.001497638,0.06367327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04563172,"about_ca_system_score_gemma":0.1210745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9340976,"about_ca_topic_score_gemma":0.984742,"domain_scores_codex":[0.9984499,0.0001024262,0.00003855428,0.0001615545,0.0009399738,0.0003076087],"domain_scores_gemma":[0.9980647,0.0001714413,0.00003215203,0.0001064974,0.001023044,0.0006021198],"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":[0.00001385284,0.000009709526,0.0003937681,0.00008058686,0.000002276883,0.00004801554,0.0005396628,0.0001017841,0.0001257162,0.01980587,0.9282342,0.05064458],"study_design_scores_gemma":[0.000001340749,0.000002047528,0.0004272363,0.0000339996,0.000001407326,0.00001354225,0.0003515637,0.00002834605,0.00004015349,0.0005053856,0.9985912,0.000003783902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002107166,0.01365133,0.0009184416,0.01420275,0.003136604,0.00006666627,0.002562416,0.0004151688,0.9629396],"genre_scores_gemma":[0.005194696,0.002172706,0.0002700027,0.000505172,0.00004715003,0.00001098056,0.0002604549,0.0001063757,0.9914324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9882606,"threshold_uncertainty_score":0.9399084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807372154877107,"score_gpt":0.2355324691973008,"score_spread":0.1774587476485298,"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."}}