{"id":"W2595194377","doi":"10.21083/irss.v41i0.3670","title":"Christopher Meir, &lt;i&gt;Scottish Cinema: Texts and Contexts&lt;/i&gt;. Manchester: Manchester University Press, 2015. Pp. 216. ISBN 978071908635-9. $105.00 CAD","year":2016,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Media studies; History; Art history; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000649835,0.0004181743,0.0008557274,0.0001576302,0.0003674934,0.00009044613,0.0006214633,0.00009498727,0.001871932],"category_scores_gemma":[0.0004931738,0.0003402235,0.000301583,0.00007966138,0.001189748,0.001250665,0.000406073,0.0001626049,0.0001651288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889168,"about_ca_system_score_gemma":0.0000786017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006685299,"about_ca_topic_score_gemma":0.0006491101,"domain_scores_codex":[0.997151,0.0001693791,0.000831046,0.0006519759,0.0008583772,0.0003382057],"domain_scores_gemma":[0.9970555,0.0004316293,0.0006643654,0.0003725289,0.001344795,0.0001311409],"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":[0.00009881002,0.0002225835,0.001076524,0.002474789,0.001061243,0.0000697459,0.00139947,3.190944e-7,0.0005162946,0.1229727,0.8578026,0.01230499],"study_design_scores_gemma":[0.001064804,0.00008907318,0.00736662,0.00737601,0.0002185708,0.0000288731,0.0001493809,0.000001476486,0.0001068306,0.000830581,0.9823542,0.0004135317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03128324,0.8619607,0.00004080257,0.007980695,0.003793236,0.001000953,0.0007963649,0.0001377936,0.09300622],"genre_scores_gemma":[0.273694,0.5901426,0.0001945227,0.001445647,0.001365452,0.0000593915,0.00005469934,0.00006218102,0.1329816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2718181,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585067636531736,"score_gpt":0.2637809481375362,"score_spread":0.2379302717722189,"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."}}