{"id":"W320366387","doi":"","title":"Edinburgh 2007: Written on the rooftops","year":2007,"lang":"en","type":"article","venue":"Sight & sound/Sight and sound","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Art history; Craft; Shot (pellet); Movie theater; Art; History; Subject (documents); Visual arts; Media studies; Sociology; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006812987,0.0003337135,0.000280637,0.0001447736,0.001452445,0.0008711838,0.0002691923,0.0001069125,0.01093951],"category_scores_gemma":[0.00006313143,0.0002160853,0.0001438968,0.00008076723,0.0005791414,0.0004390675,0.00004030843,0.0003315493,0.0002271363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004251218,"about_ca_system_score_gemma":0.00002951293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012993,"about_ca_topic_score_gemma":0.0008637953,"domain_scores_codex":[0.99806,0.00007133126,0.0004395501,0.0004118528,0.0004494961,0.0005677849],"domain_scores_gemma":[0.9983107,0.0008638474,0.0000982366,0.0003851243,0.0001698449,0.0001722441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039311,0.0001190202,0.0006320686,0.00001878787,0.00008318542,0.00004800024,0.07313285,0.000001128308,0.00002673218,0.881503,0.04326439,0.001066928],"study_design_scores_gemma":[0.0004467095,0.0001222834,0.0007771943,0.00002989989,0.00004995494,0.00001339776,0.008091831,0.00002741359,0.00004149367,0.1633991,0.82666,0.0003406975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3982655,0.002678377,0.0003825481,0.001823494,0.002431865,0.0003846917,0.00003861063,0.0001624132,0.5938326],"genre_scores_gemma":[0.9147914,0.00004343679,0.00002826926,0.002955195,0.004743368,0.00001692408,0.00003931139,0.00003793427,0.07734415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7833956,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920159817601059,"score_gpt":0.239576392257512,"score_spread":0.2003747940815014,"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."}}