{"id":"W7070563984","doi":"","title":"REG-Applied Materials Announces Third Quarter Results<AMAT.O>","year":2014,"lang":"en","type":"other","venue":"","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Work (physics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004321493,0.0012727,0.001856811,0.000419716,0.0004171258,0.001284101,0.002413864,0.001187219,0.1201071],"category_scores_gemma":[0.000421344,0.0009493053,0.0002155258,0.0004425217,0.0008699144,0.0003504043,0.0005553398,0.0002789903,0.1370039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009836143,"about_ca_system_score_gemma":0.0002063554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378827,"about_ca_topic_score_gemma":0.005389641,"domain_scores_codex":[0.9921824,0.0005961644,0.001739549,0.002277692,0.001587006,0.001617141],"domain_scores_gemma":[0.994632,0.0002173786,0.001531,0.002963877,0.0001615137,0.0004942213],"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":[0.0001576749,0.00005144631,5.259193e-7,0.0001277141,0.00002097711,0.00000202125,0.0001679943,0.000002057012,0.4601037,0.003845605,0.535466,0.00005429293],"study_design_scores_gemma":[0.0007162177,0.00003770099,0.00001853469,0.0002639459,0.00008342548,0.00002632838,0.00002089895,3.097873e-7,0.02889088,0.001344364,0.967273,0.00132437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01236493,0.0001702529,0.003455468,0.0006514944,0.009993359,0.001235608,0.0009825148,0.001563962,0.9695824],"genre_scores_gemma":[0.004384919,0.0001931409,0.02787732,0.001163207,0.002944508,0.000202454,0.0009609304,0.0004192631,0.9618543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.431807,"threshold_uncertainty_score":0.9997526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104256372981246,"score_gpt":0.2696452365212583,"score_spread":0.2386026727914458,"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."}}