{"id":"W7043568281","doi":"","title":"Streaky Stained Glass Tour 2","year":2013,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Stained glass; Toughened glass; Large sample","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002117535,0.0005917604,0.0006234345,0.000164647,0.002444481,0.001209411,0.0006002911,0.0001743046,0.0119924],"category_scores_gemma":[0.00008122013,0.0005047404,0.0004250442,0.000204446,0.00105339,0.001200038,0.0002201049,0.0003103384,0.0009638312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504042,"about_ca_system_score_gemma":0.000331125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362464,"about_ca_topic_score_gemma":0.0008761889,"domain_scores_codex":[0.9965956,0.0001857008,0.0009050684,0.0007585749,0.0008401118,0.0007148937],"domain_scores_gemma":[0.9979251,0.00008771934,0.0003130434,0.0006443441,0.0006795591,0.0003502503],"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":[0.0007219565,0.001753553,0.004256534,0.0007311581,0.002538559,0.001478407,0.02806513,0.004567011,0.1249505,0.6259257,0.197161,0.007850433],"study_design_scores_gemma":[0.00108182,0.0002195462,0.002255879,0.0001273516,0.0001755462,0.000174466,0.01294022,0.001380543,0.003393557,0.001058072,0.9760191,0.001173902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902148,0.0001767012,0.00008903338,0.0005199233,0.002072899,0.0006440536,0.0001132206,0.0004393521,0.20573],"genre_scores_gemma":[0.862114,0.000005666602,0.0003495337,0.0003575978,0.002646908,0.0002492116,0.00007178825,0.00006261447,0.1341427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7788581,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193429269636337,"score_gpt":0.1882913788277799,"score_spread":0.1763570861314165,"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."}}