{"id":"W2044183511","doi":"10.1364/ao.41.002944","title":"Optical limiting studies in a carbon-black suspension for subnanosecond and subpicosecond laser pulses","year":2002,"lang":"en","type":"article","venue":"Applied Optics","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier Recreational Products (Canada); Defence Research and Development Canada","funders":"","keywords":"Materials science; Laser; Optics; Suspension (topology); Sapphire; Pulse (music); Carbon black; Optoelectronics; Physics","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":[0.0001387413,0.0002321227,0.0004175009,0.00007473155,0.00004590486,0.00004244017,0.00007307078,0.0001061514,0.00001390721],"category_scores_gemma":[0.0001495274,0.0002248808,0.00002902115,0.0001020164,0.0001888436,0.00004796074,0.00009545183,0.000131624,0.00001578935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005081359,"about_ca_system_score_gemma":0.000003004689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001072103,"about_ca_topic_score_gemma":0.00004129498,"domain_scores_codex":[0.9988779,0.000007055487,0.0003484429,0.0002478562,0.00009523513,0.0004235145],"domain_scores_gemma":[0.9991974,0.0005067086,0.00002559266,0.0001531303,0.00004616076,0.00007106598],"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":[0.0004905071,0.001330756,0.007704306,0.01264659,0.002245623,0.0004519873,0.02189935,0.03301631,0.7162318,0.1678809,0.005258839,0.03084304],"study_design_scores_gemma":[0.009831641,0.0006285416,0.005041976,0.0005378893,0.000450524,0.00006282065,0.01019714,0.4035479,0.5494913,0.01447556,0.002279551,0.003455125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902549,0.0008603711,0.00003757497,0.00007482994,0.0002011478,0.0004082966,0.00001079979,0.0001136633,0.008038441],"genre_scores_gemma":[0.9886816,0.0009126642,0.009981014,0.00005352801,0.0001705643,0.00007695392,0.000004099359,0.00005542771,0.00006412048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705316,"threshold_uncertainty_score":0.9170373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586669512526913,"score_gpt":0.25487728532348,"score_spread":0.2090105901982108,"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."}}