{"id":"W1974684399","doi":"10.1007/s10751-013-0896-4","title":"Laser polarization facility","year":2013,"lang":"en","type":"article","venue":"Hyperfine Interactions","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; TRIUMF","funders":"","keywords":"Laser; Polarization (electrochemistry); Optics; Materials science; Optoelectronics; Physics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003299096,0.0000826482,0.00008953267,0.0000444084,0.0001265891,0.000062971,0.00009449854,0.00001428937,0.01405777],"category_scores_gemma":[0.00000586255,0.00007541656,0.00006432294,0.0001271076,0.00002939473,0.0003927657,0.00004359743,0.000191201,0.004998927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000339059,"about_ca_system_score_gemma":0.0000509571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030404,"about_ca_topic_score_gemma":0.000003972383,"domain_scores_codex":[0.9994292,0.00002817759,0.0001329898,0.0001466421,0.00009259192,0.0001703874],"domain_scores_gemma":[0.9995501,0.00004536748,0.00003090702,0.000184462,0.0001154751,0.00007369754],"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":[0.00001153018,0.0007070113,0.2179479,0.000009159409,0.0002202032,7.439916e-7,0.0005578564,0.0001172132,0.0714895,0.01490983,0.06254525,0.6314838],"study_design_scores_gemma":[0.002519796,0.00006243435,0.06997853,0.00006118132,0.0001008573,0.00001338036,0.007009678,0.3729886,0.09816098,0.05555016,0.3919519,0.001602501],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660213,0.000004017916,0.06303348,0.0007370908,0.0001926784,0.0002005482,0.00006756365,0.00004948902,0.06969387],"genre_scores_gemma":[0.9873514,3.428494e-7,0.0001074152,0.00006589293,0.0001663833,0.00006275038,0.0001213114,0.000006913498,0.01211756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6298813,"threshold_uncertainty_score":0.9957758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724399621962225,"score_gpt":0.2804616105342659,"score_spread":0.2632176143146437,"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."}}