{"id":"W7055715536","doi":"","title":"CIGS P1, P2, and P3 scribing processes using a pulse programmable industrial fiber laser","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laser; Pulse (music); Fiber laser; Process (computing); Pulse duration; Copper indium gallium selenide solar cells; Fiber","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":[],"consensus_categories":[],"category_scores_codex":[0.0001017028,0.0001276539,0.0001263035,0.00004462476,0.00008952506,0.00015378,0.00008047622,0.0001279388,0.0001699284],"category_scores_gemma":[0.00005730116,0.0001205185,0.00001870607,0.0002284622,0.00003843001,0.0002721322,0.0000376158,0.0002931972,0.00001127755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001728126,"about_ca_system_score_gemma":0.0000382824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002551929,"about_ca_topic_score_gemma":0.0000649259,"domain_scores_codex":[0.9992771,0.000006619931,0.0001462733,0.0001501266,0.0001094629,0.0003103826],"domain_scores_gemma":[0.9996735,0.0000229774,0.00002088003,0.0001338825,0.00004135116,0.0001074301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000627092,0.0001746057,0.02881845,0.0003725763,0.0001064248,0.00005400788,0.0005331608,0.004057199,0.7698799,0.0002623142,0.001912718,0.1937659],"study_design_scores_gemma":[0.00335075,0.0001671869,0.001002472,0.000227802,0.0001603321,0.0001374185,0.0001791378,0.5832885,0.3648794,0.002858778,0.04231595,0.00143228],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968032,0.00002757064,0.00008487888,0.00003233124,0.0002147975,0.0001580506,0.000006341372,0.0001818098,0.00249104],"genre_scores_gemma":[0.9952301,0.000005918281,0.004332528,0.00001707337,0.0002657657,0.00001622137,0.000004520722,0.00003134113,0.00009652159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5792313,"threshold_uncertainty_score":0.4914603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806230704471066,"score_gpt":0.2333694318013798,"score_spread":0.2053071247566691,"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."}}