{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294246,0.0001988838,0.0001217153,0.0002354084,0.0003671751,0.0002521605,0.0003812534,0.0002205992,0.0007182464],"category_scores_gemma":[0.0001791663,0.0001399688,0.0001840369,0.0001922488,0.0003128251,0.0002967307,0.0002609121,0.000490479,0.0002085096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106057,"about_ca_system_score_gemma":0.0004325696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084402,"about_ca_topic_score_gemma":0.002421439,"domain_scores_codex":[0.9998763,0.000005436841,0.00000598566,0.00002507715,0.00006854342,0.00001865777],"domain_scores_gemma":[0.999893,0.00002957753,0.00003083162,0.00001886312,0.00001921259,0.000008554008],"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":[0.00002839218,0.00001804619,0.0002869306,0.00007686774,0.000005228382,0.00009680005,0.00006028633,0.0008392828,0.9804233,0.001139914,0.0002475492,0.0167773],"study_design_scores_gemma":[0.000006027168,0.00008816408,0.0006374376,0.000004717776,0.000007479445,0.0002320332,0.00002361657,0.00390414,0.9901389,0.0001768201,0.004770027,0.00001071908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7157527,0.001718101,0.268155,0.0003153991,0.0001762328,0.0002092201,0.0002082713,0.001332278,0.01213284],"genre_scores_gemma":[0.7967968,0.001139342,0.1978377,0.00007686066,0.00003949194,0.00009667738,0.0000857266,0.000113253,0.003814259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084402,"threshold_uncertainty_score":0.002402723,"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."}}