{"id":"W6908142677","doi":"10.25946/13452032.v1","title":"P.E.P. report 1983 to CIAE Council, Australian Particleboard Research Inst., Plywood Association of Australia","year":2017,"lang":"en","type":"report","venue":"Acquire (CQUniversity)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Period (music); Order (exchange)","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01514364,0.000908534,0.00183024,0.001933558,0.001089906,0.0003580966,0.002783861,0.001977884,0.001195078],"category_scores_gemma":[0.01234913,0.001108122,0.0007317744,0.002275622,0.0006553346,0.001234772,0.001571985,0.001766953,0.005941838],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02714261,"about_ca_system_score_gemma":0.01452324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537344,"about_ca_topic_score_gemma":0.01130784,"domain_scores_codex":[0.9819053,0.000790444,0.001496537,0.00194964,0.01165401,0.002204104],"domain_scores_gemma":[0.9755158,0.0003557735,0.003566229,0.004067451,0.01547747,0.001017267],"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":[0.0002798255,0.0003510179,0.08737135,0.0003389418,0.001622512,0.004565827,0.0008005359,0.00002509738,0.002725006,0.0001324175,0.9013418,0.0004456952],"study_design_scores_gemma":[0.001076226,0.0003333265,0.06558515,0.0007364036,0.0008165012,0.0001267136,0.0004412868,0.000002138014,0.0017746,0.00008314304,0.9280212,0.001003304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6299937,0.00009486706,0.000007642336,0.001457857,0.003651555,0.002822387,0.001843964,0.0005283607,0.3595996],"genre_scores_gemma":[0.390334,0.0001400613,0.0002143852,0.0000138168,0.0008347547,0.00001921555,0.0003502897,0.0002169881,0.6078764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2482768,"threshold_uncertainty_score":0.999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3907736568413145,"score_gpt":0.4237781638114006,"score_spread":0.03300450697008611,"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."}}