{"id":"W6908489882","doi":"10.25946/13452032","title":"P.E.P. report 1983 to CIAE Council, Australian Particleboard Research Inst., Plywood Association of Australia","year":2017,"lang":"en","type":"report","venue":"Central Queensland University","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008530182,0.0006190857,0.001315963,0.0007486859,0.0007801919,0.0001834861,0.00134219,0.001310958,0.0004076131],"category_scores_gemma":[0.005247293,0.0007050966,0.0005220867,0.001015748,0.000383665,0.0004791596,0.0005461455,0.001776352,0.001168056],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0220379,"about_ca_system_score_gemma":0.01169094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03420262,"about_ca_topic_score_gemma":0.01412422,"domain_scores_codex":[0.9880531,0.0007698393,0.0009070799,0.001313405,0.006800127,0.002156382],"domain_scores_gemma":[0.9867181,0.0002032863,0.001968528,0.001976691,0.008067366,0.001066003],"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":[0.0003071512,0.0001995424,0.3070435,0.0001832257,0.000479039,0.002373372,0.0004102879,0.0000231414,0.000438735,0.00008341399,0.6883386,0.0001200486],"study_design_scores_gemma":[0.0007331019,0.0001117872,0.4052541,0.0002968606,0.0002588028,0.00005293684,0.0001411536,0.000001925399,0.0003004028,0.00002498907,0.5923824,0.0004416208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496101,0.0000400665,0.000006582971,0.0008625041,0.002467109,0.00168166,0.003788829,0.0002310067,0.1413122],"genre_scores_gemma":[0.5195397,0.000171492,0.0001227172,0.000004066527,0.000585893,0.000002026552,0.0004351566,0.00008983495,0.4790492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337737,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2371471398473236,"score_gpt":0.3754587102287735,"score_spread":0.1383115703814499,"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."}}