{"id":"W3187649807","doi":"10.1134/1.1427112","title":"Optical bistability","year":2001,"lang":"en","type":"article","venue":"Journal of Experimental and Theoretical Physics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bistability; Optical bistability; Physics; Nonlinear system; Stability (learning theory); Intensity (physics); Classical mechanics; Mathematical analysis; Nonlinear optics; Optics; Mathematics; Quantum mechanics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00007139494,0.000104045,0.000186177,0.00001469866,0.00004903381,0.00002256528,0.0001095577,0.00002635596,0.0002298927],"category_scores_gemma":[0.000008821253,0.00007579197,0.0000891259,0.00006975668,0.000640102,0.0001555147,0.00007939288,0.0001984035,0.000005788424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561825,"about_ca_system_score_gemma":0.0000111426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.734712e-7,"about_ca_topic_score_gemma":6.930396e-9,"domain_scores_codex":[0.9993965,0.00001636468,0.0002116213,0.00009741785,0.0001299717,0.0001480957],"domain_scores_gemma":[0.9996088,0.00006867327,0.00008285319,0.0001069717,0.00004345514,0.00008921773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006501186,0.0002933629,0.002317053,0.000001181219,0.00002265496,0.000006494698,0.00007461962,0.000003256687,0.01981578,0.9683661,0.00002742268,0.009007072],"study_design_scores_gemma":[0.0004143014,0.0002121922,0.0002353166,0.0000103906,0.00001264613,0.00001595373,0.0008619665,0.00007295093,0.2456288,0.7521196,0.0003204949,0.00009537459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498548,0.0001606151,0.03185614,0.0001886004,0.0000733597,0.00004331696,0.000002652341,0.00001359115,0.01780691],"genre_scores_gemma":[0.99715,0.000004238282,0.0025605,0.00002780895,0.000232644,0.00000163596,6.955956e-7,0.000008153356,0.00001430928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225813,"threshold_uncertainty_score":0.3090707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007687530429124932,"score_gpt":0.2650263703516533,"score_spread":0.2573388399225284,"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."}}