{"id":"W7093424515","doi":"","title":"Batum","year":2018,"lang":"","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Politics; Poetry; Movie theater; National identity; Meaning (existential); Natural (archaeology); Cultural identity; Consciousness","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.007313731,0.002718877,0.005268557,0.01048087,0.00431419,0.0001392248,0.01318027,0.002924351,0.1337635],"category_scores_gemma":[0.001065474,0.003941502,0.003481767,0.006890371,0.03198325,0.001979144,0.009160828,0.005164023,0.03453349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460693,"about_ca_system_score_gemma":0.006667004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03170296,"about_ca_topic_score_gemma":0.04350437,"domain_scores_codex":[0.9740456,0.006044286,0.001488734,0.004865517,0.0077516,0.005804227],"domain_scores_gemma":[0.9781366,0.002988998,0.003696942,0.005988405,0.006015661,0.003173396],"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":[0.01463704,0.004305002,0.003901984,0.004548153,0.006502961,0.002611651,0.01872368,0.00002977871,0.005328723,0.006502608,0.8893059,0.04360249],"study_design_scores_gemma":[0.009271406,0.004563995,0.003951568,0.006237521,0.001304489,0.000117272,0.078613,0.004839837,0.000242543,0.005167967,0.8824638,0.003226665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0384187,0.002312237,0.01282601,0.0007080666,0.001301529,0.006367653,0.00797157,0.0006601906,0.9294341],"genre_scores_gemma":[0.06488788,0.0117949,0.0401312,0.00002703648,0.001100164,9.084078e-7,0.001485014,0.002216525,0.8783564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09922997,"threshold_uncertainty_score":0.9989643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792764452275543,"score_gpt":0.2725380951304467,"score_spread":0.2346104506076913,"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."}}