{"id":"W4392117217","doi":"10.5771/9781538120347-i","title":"Preface","year":2021,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006103893,0.0007735308,0.0005612939,0.003160108,0.006490372,0.004801479,0.001513502,0.00105368,0.3650787],"category_scores_gemma":[0.002935641,0.0003044876,0.0003277552,0.003757716,0.001072925,0.001845469,0.001427541,0.002218636,0.1457523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01540158,"about_ca_system_score_gemma":0.01869157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5637302,"about_ca_topic_score_gemma":0.7035323,"domain_scores_codex":[0.9992231,0.00003811608,0.00002036894,0.00008909396,0.0005120368,0.0001171921],"domain_scores_gemma":[0.9974963,0.0001153255,0.00003638922,0.0001022537,0.001899096,0.0003506301],"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":[0.000006024004,0.000005355101,0.00006736025,0.00005945286,5.516569e-7,0.00003134084,0.0001616244,0.00002702203,0.00005958955,0.006516864,0.9693219,0.02374275],"study_design_scores_gemma":[3.976773e-7,9.879585e-7,0.0001381936,0.00003437701,3.374773e-7,0.00001463215,0.00007096332,0.000005565039,0.00001548285,0.0003102754,0.9994073,0.000001500791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006920191,0.00765035,0.001079237,0.009468803,0.01656852,0.0002380028,0.01001762,0.0005361675,0.9537492],"genre_scores_gemma":[0.002816069,0.003517109,0.0006864425,0.001221984,0.001291202,0.00004950367,0.003832666,0.0002249804,0.98636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4362698,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929123120411301,"score_gpt":0.2192473761235281,"score_spread":0.199956144919415,"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."}}