{"id":"W4411656248","doi":"10.51847/7tmarkoorg","title":"10.51847/7TmarKOoRG","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lift (data mining); Photoresist; Toluene; Materials science; Computer science; Composite material; Chemistry; Organic chemistry","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":[0.0000503216,0.0001256721,0.0001103539,0.00008294387,0.00002755978,0.00001492673,0.0001735521,0.00004270178,0.9789813],"category_scores_gemma":[0.000004722598,0.0001375231,0.00004005199,0.0002215719,0.00001691409,0.00008858915,0.00001665155,0.00007463103,0.8236864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003109994,"about_ca_system_score_gemma":0.00000257316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002054739,"about_ca_topic_score_gemma":2.538982e-8,"domain_scores_codex":[0.9994036,0.000007833517,0.0001277227,0.000127186,0.0001054098,0.0002282449],"domain_scores_gemma":[0.99961,0.00001354385,0.00000637587,0.000276006,0.00001301861,0.00008104212],"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":[0.000009806999,0.00001170584,4.457454e-7,0.000007014757,0.00001586106,0.000003344774,0.000005439872,0.0005962571,0.0003377773,0.0000022351,0.02988139,0.9691287],"study_design_scores_gemma":[0.00006653081,0.00003805165,0.00002511049,0.00001277225,0.000005658102,0.00000320388,1.544838e-7,0.0005947297,0.001002933,0.00002285844,0.998061,0.0001669887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005637081,0.00007882125,0.0000953446,0.00001147237,0.000003349619,0.0001762946,0.00001238306,0.001387787,0.9976708],"genre_scores_gemma":[0.0007226926,0.000002461077,0.005955642,0.00002755357,0.00004655633,0.00005867192,0.000007029987,0.00004414555,0.9931353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9689617,"threshold_uncertainty_score":0.5608031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003609880593783419,"score_gpt":0.1808907087522418,"score_spread":0.1772808281584584,"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."}}