{"id":"W1616987039","doi":"10.21083/irss.v17i0.758","title":"Ritchie, &lt;i&gt;Picts&lt;/i&gt;, and Ritchie &amp; Breeze, &lt;i&gt;Invaders of Scotland&lt;/i&gt;","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.001530318,0.0003783545,0.0003224977,0.003266556,0.004384524,0.006017792,0.001095729,0.002327512,0.05377053],"category_scores_gemma":[0.005687633,0.0002925391,0.0002545772,0.007754389,0.003657759,0.004947962,0.00208918,0.001819379,0.006511916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710771,"about_ca_system_score_gemma":0.004736376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1276198,"about_ca_topic_score_gemma":0.3565857,"domain_scores_codex":[0.9990941,0.0002376935,0.00005815338,0.00008631039,0.0003763636,0.0001474231],"domain_scores_gemma":[0.9971047,0.001251496,0.0004321862,0.0001718959,0.0007840138,0.0002557002],"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":[0.00005253038,0.0000269147,0.003781856,0.0008826214,0.00001569919,0.000204719,0.01489127,0.00003582708,0.0002300607,0.08150425,0.7952508,0.1031236],"study_design_scores_gemma":[0.000005782036,0.0000118596,0.009540165,0.0008003322,0.00001430838,0.0001134631,0.009693419,0.00001211095,0.0002085604,0.00343863,0.9761479,0.00001347063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01411502,0.2517837,0.001007468,0.1406534,0.00377211,0.00006975495,0.002526136,0.00009055977,0.5859818],"genre_scores_gemma":[0.197921,0.1583517,0.00205004,0.02960736,0.001820709,0.0002265339,0.0008476511,0.000250832,0.6089241],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1276198,"threshold_uncertainty_score":0.253754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526159744569087,"score_gpt":0.2721917870175735,"score_spread":0.2269301895718826,"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."}}