{"id":"W1553581974","doi":"","title":"Exploding Plastic and Inevitable Redux","year":2009,"lang":"en","type":"book-chapter","venue":"Northumbria Research Link (Northumbria University)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redux; Materials science; Composite material","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006179755,0.0007065806,0.0008471492,0.001530972,0.002165402,0.0004085443,0.001062272,0.000821771,0.002342618],"category_scores_gemma":[0.0001678602,0.0007239638,0.0002920824,0.0001108518,0.002138784,0.0005867661,0.0006194795,0.002601656,0.0004010948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953933,"about_ca_system_score_gemma":0.000399659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423637,"about_ca_topic_score_gemma":0.0162244,"domain_scores_codex":[0.9961756,0.0001431651,0.0004617861,0.001166002,0.0009173842,0.001136063],"domain_scores_gemma":[0.9971291,0.0003893832,0.0002747413,0.0009163737,0.0008713452,0.0004190712],"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":[0.0001598447,0.00004626816,0.00007062775,0.0001098647,0.0002795765,0.0005926393,0.003227765,0.00000227786,0.00001968901,0.9621024,0.01927106,0.01411798],"study_design_scores_gemma":[0.0007452101,0.0003770633,0.00003593907,0.000396289,0.0001692915,0.00002261447,0.001864768,0.00001958143,0.000006811887,0.03176418,0.9638523,0.0007459333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002377866,0.001521986,0.000009226389,0.0009889897,0.0004296072,0.0007292979,0.00027952,0.0004928783,0.9931706],"genre_scores_gemma":[0.03707241,0.002712112,0.00004752944,0.00008586088,0.001973228,0.000003944885,0.0002956758,0.0001296676,0.9576796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9445813,"threshold_uncertainty_score":0.9996994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776203132839234,"score_gpt":0.2513850520426508,"score_spread":0.1737647387587274,"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."}}