{"id":"W7043744660","doi":"","title":"Trex Wood-Polymer(R) Composite Lumber - Platelage","year":2003,"lang":"en","type":"report","venue":"NPARC","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite number; Process (computing); Work (physics); Production (economics); Raw material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001922186,0.0002162686,0.0003509844,0.0001128879,0.0007653713,0.0001710966,0.0003392198,0.0006358046,0.04537574],"category_scores_gemma":[0.0005564476,0.000226273,0.0001533007,0.0002651087,0.0002854445,0.0003076111,0.0000286911,0.0006593516,0.0009119126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171969,"about_ca_system_score_gemma":0.003929596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002961104,"about_ca_topic_score_gemma":0.001954549,"domain_scores_codex":[0.9972276,0.000600038,0.0003421678,0.0003772841,0.001036853,0.0004160274],"domain_scores_gemma":[0.9982071,0.0005485123,0.0004521536,0.0003363036,0.0002456684,0.000210262],"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":[0.00001409844,0.0001998511,0.002893816,0.00006811058,0.0001863343,0.00004571859,0.0152286,2.622081e-7,0.0002515623,0.01141129,0.9548528,0.01484757],"study_design_scores_gemma":[0.00007928492,0.00001130367,0.0003416931,0.0000462367,0.0001011706,0.00001721488,0.001384873,1.102963e-7,0.0002204622,0.001141672,0.9963824,0.0002735829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005149839,0.001887531,0.000005398825,0.003306986,0.004563907,0.0001981503,0.0000285912,0.00008914634,0.9847705],"genre_scores_gemma":[0.07754237,0.007947337,0.0004477601,0.0007083461,0.002362276,0.00004695189,0.0001302203,0.00004942196,0.9107653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07400513,"threshold_uncertainty_score":0.999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09192160554556679,"score_gpt":0.4204996198107793,"score_spread":0.3285780142652125,"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."}}