{"id":"W7164512882","doi":"10.1515/9780820372273-003","title":"Black lagoon","year":2020,"lang":"","type":"book-chapter","venue":"Semiotics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005605062,0.002335854,0.002338957,0.0004142207,0.0003196167,0.0002922979,0.001623859,0.002415666,0.01250449],"category_scores_gemma":[0.0006104001,0.002828938,0.001178725,0.0003009089,0.001732633,0.0001938431,0.001299022,0.003919933,0.5140317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008540102,"about_ca_system_score_gemma":0.0006309596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006229465,"about_ca_topic_score_gemma":0.00001914402,"domain_scores_codex":[0.9922101,0.0001284881,0.00201581,0.002232396,0.002005811,0.001407344],"domain_scores_gemma":[0.9933885,0.000404077,0.001613252,0.002496922,0.0006261685,0.001471061],"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":[0.0002584103,0.0001229692,0.0000731722,0.001031175,0.001368546,0.001148425,0.0009441455,0.000865024,0.001590123,0.8489251,0.1421145,0.001558374],"study_design_scores_gemma":[0.001027863,0.0004641605,0.00002845444,0.00108563,0.001932113,0.00004934876,0.0001049046,0.006230755,0.0007941975,0.03217262,0.9533757,0.002734283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008506607,0.00116147,0.0003135596,0.003195893,0.002280997,0.001415687,0.002675768,0.0006720725,0.9881995],"genre_scores_gemma":[0.1066878,0.003607725,0.004203416,0.004383541,0.006833913,0.000003218071,0.001253794,0.004646902,0.8683797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8167525,"threshold_uncertainty_score":0.998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004357413330861,"score_gpt":0.2541315956163573,"score_spread":0.2140880214830487,"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."}}