{"id":"W4411660928","doi":"10.51847/648chmkqx8","title":"10.51847/648chMkqx8","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Isfahan University of Medical Sciences","keywords":"Dentistry; Indentation hardness; Materials science; Metallurgy; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000776399,0.0004978671,0.001261174,0.0001791664,0.00007567096,0.0001120399,0.0004314217,0.0002869483,0.996595],"category_scores_gemma":[0.00001475687,0.0004002949,0.0006445923,0.0002987352,0.00002537546,0.00004585012,0.000146598,0.0002239822,0.999585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896931,"about_ca_system_score_gemma":0.00008568729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723428,"about_ca_topic_score_gemma":2.744131e-7,"domain_scores_codex":[0.9982,0.0001008374,0.0004924097,0.0005201775,0.0003403385,0.0003462622],"domain_scores_gemma":[0.9987994,0.00006765815,0.0001308686,0.0007099853,0.00002094497,0.000271169],"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":[0.00000834313,0.0001155935,3.506207e-9,0.0007202507,0.00009934556,0.000229842,8.175644e-7,1.017553e-7,1.351506e-8,0.000001009016,0.08870254,0.9101222],"study_design_scores_gemma":[0.0001906909,0.00007286638,4.237906e-7,0.002536028,0.0006070378,0.00025745,1.182958e-7,3.072805e-7,1.298824e-7,3.920502e-7,0.9959586,0.0003759683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.571034e-8,0.4970379,2.870818e-8,0.000002378214,0.00001570947,0.0003609058,0.0001257217,0.0001038415,0.5023535],"genre_scores_gemma":[6.186502e-9,0.2761026,0.00001650121,0.00001683015,0.0001211789,0.0001091322,0.000355669,0.00007475205,0.7232034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9097462,"threshold_uncertainty_score":0.9998449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798718267624523,"score_gpt":0.2823565632141676,"score_spread":0.2543693805379224,"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."}}