{"id":"W6984905831","doi":"","title":"Page 254","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.00009076177,0.0006862319,0.0005893767,0.001089604,0.0003681143,0.0001366032,0.001501228,0.0002180633,0.0004638877],"category_scores_gemma":[0.00003272481,0.0008724133,0.0003420748,0.001826848,0.0005185749,0.002406303,0.0006838032,0.0005727755,0.0003778969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006142717,"about_ca_system_score_gemma":0.0001142985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001345195,"about_ca_topic_score_gemma":0.00004901621,"domain_scores_codex":[0.9973195,0.00007508677,0.0003493709,0.0007498958,0.0004357574,0.001070371],"domain_scores_gemma":[0.9978541,0.0001781819,0.0001562923,0.0008306008,0.0002584273,0.000722362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01292369,0.008167145,0.1324398,0.004214103,0.01270924,0.06389169,0.0588165,0.003711804,0.1908652,0.05597863,0.188537,0.2677452],"study_design_scores_gemma":[0.007558885,0.0006856472,0.006607759,0.0003127984,0.0004964822,0.0001097745,0.01315244,0.000620114,0.07195533,0.01249247,0.8802848,0.005723509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680992,0.0001093452,0.009252051,0.00007051606,0.0003814397,0.0004404743,0.0006857401,0.002503258,0.118458],"genre_scores_gemma":[0.9897074,0.0004048006,0.0002027268,0.00003348784,0.00001972832,3.245376e-7,0.0000778853,0.00009752846,0.009456179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6917478,"threshold_uncertainty_score":0.9993727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396154631205148,"score_gpt":0.1613988333548249,"score_spread":0.1474372870427735,"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."}}