{"id":"W7154630999","doi":"10.2310/6620.2007.00002kk","title":"Acrylic Reactions: Four Years' Experience","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.00003770327,0.00005771467,0.00005799538,0.00003132611,0.00007872379,0.00002388663,0.0001215016,0.000052496,0.001957947],"category_scores_gemma":[0.00001972305,0.00006680348,0.00002879315,0.0001328519,0.0000362536,0.00009896069,0.00002238519,0.00006819988,0.00009308332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253533,"about_ca_system_score_gemma":0.000009685948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008777317,"about_ca_topic_score_gemma":0.000009474189,"domain_scores_codex":[0.9994714,0.000002314191,0.0001798249,0.0001098961,0.0001011258,0.0001354435],"domain_scores_gemma":[0.9995949,0.00002757311,0.00006162786,0.0002373398,0.00002127352,0.00005731633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002179502,0.0001357779,0.004625579,0.00007708861,0.00002056343,0.00005840744,0.002237643,0.00000227712,0.8610886,0.02066307,0.02793989,0.0831489],"study_design_scores_gemma":[0.00005564927,0.000001320209,0.004184311,0.00001350763,0.000001930041,0.00004323062,0.0001717214,0.00004586819,0.515064,0.0005399545,0.4797964,0.0000821506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6904975,0.000119094,0.08093932,0.0006687631,0.00008763176,0.0001252244,0.00004264074,0.0008670286,0.2266528],"genre_scores_gemma":[0.9951141,0.00007314666,0.002102407,0.000758595,0.00007312828,0.00006526559,0.00002454217,0.00001134147,0.001777399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4518565,"threshold_uncertainty_score":0.9989544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602311599554649,"score_gpt":0.2769000976521331,"score_spread":0.2608769816565866,"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."}}