{"id":"W4411659028","doi":"10.51847/nnnoubu","title":"10.51847/nNnOubU","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adhesion; Psychology; Materials science; Composite 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":[0.0008151269,0.000108125,0.000138013,0.000116915,0.0004939994,0.00002088225,0.0002853249,0.0001107155,0.999052],"category_scores_gemma":[0.0003758747,0.000104961,0.0000338638,0.0003856931,0.00003324491,0.00022071,0.00008375665,0.0004659839,0.9990105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209429,"about_ca_system_score_gemma":0.0004149456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003119486,"about_ca_topic_score_gemma":8.206129e-7,"domain_scores_codex":[0.9982359,0.0003559592,0.0002767647,0.000245557,0.0003471176,0.0005386821],"domain_scores_gemma":[0.9987813,0.0002831811,0.00004915367,0.0004436981,0.0001380481,0.0003046626],"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":[0.0001547019,0.0001323894,0.0001011561,0.00002923856,0.00001301566,0.000003651585,0.0003810341,0.000003377977,0.00005067003,0.000008143068,0.2011093,0.7980133],"study_design_scores_gemma":[0.0002548854,0.00006418867,0.006735364,0.00002555806,0.000008083287,0.000003064858,0.00006147361,0.00002849737,0.000004331801,0.000008100912,0.9926943,0.0001121568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0128118,0.00006081988,2.467553e-7,0.003578273,0.00001926583,0.0006406293,0.00001568064,0.0001312891,0.982742],"genre_scores_gemma":[0.0005568205,0.000001968292,0.00006404773,0.0006663754,0.0003602582,0.0001761882,0.00003346189,0.00003526178,0.9981056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7979012,"threshold_uncertainty_score":0.4280185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547148519506203,"score_gpt":0.4168094362991425,"score_spread":0.3713379511040805,"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."}}