{"id":"W6930397270","doi":"10.5281/zenodo.12485825","title":"hanstone quartz care and maintenance pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Point (geometry); Product (mathematics); Troubleshooting; Context (archaeology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002161831,0.0002257761,0.0002318841,0.0005192818,0.0004473857,0.001032958,0.001659966,0.0001298955,0.008428077],"category_scores_gemma":[0.0001142189,0.000226846,0.00006570133,0.000649076,0.000176795,0.000192558,0.002115994,0.0003518966,0.03275288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298161,"about_ca_system_score_gemma":0.000003517389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225497,"about_ca_topic_score_gemma":0.000001884556,"domain_scores_codex":[0.998245,0.0001344221,0.0001904645,0.0007650772,0.0003386587,0.0003263644],"domain_scores_gemma":[0.9986467,0.000008267743,0.0001211198,0.0008562828,0.0002310842,0.0001364845],"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":[0.00000191782,0.00001344485,9.575528e-8,0.0001454939,0.00003648371,0.00003093955,0.0005318138,9.562636e-7,0.0001160708,0.01606983,0.863942,0.119111],"study_design_scores_gemma":[0.000104864,0.0001068899,0.00000261852,0.0002004183,0.00001780939,0.00006338021,0.00009317871,0.0002529165,0.00008730346,0.001189116,0.9976377,0.0002438424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002800622,0.001857444,0.1914607,0.0002762985,0.00008521703,0.0002711913,0.00006272292,0.003090893,0.8028927],"genre_scores_gemma":[0.003586595,0.001463836,0.03196211,0.0002302657,0.0003230356,1.651644e-7,0.0006750921,0.01018064,0.9515783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1594986,"threshold_uncertainty_score":0.9960839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439182020006223,"score_gpt":0.2499522802740901,"score_spread":0.2355604600740279,"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."}}