{"id":"W6989829135","doi":"","title":"CIGS P1, P2, P3 Laser Scribing with an Innovative Fiber Laser","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Chalcogenide Semiconductor Thin Films","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copper indium gallium selenide solar cells; Laser; Thin film solar cell; Characterization (materials science); Fiber laser; Manufacturing process; Process (computing); Energy conversion efficiency","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001446619,0.0002313035,0.0001879334,0.0001125085,0.00006298907,0.0000598535,0.0002254355,0.0001466844,0.003354137],"category_scores_gemma":[0.00003415581,0.0002082795,0.00003019297,0.0004218957,0.00006979932,0.0004020909,0.0000450298,0.0006423717,0.0003194691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000504709,"about_ca_system_score_gemma":0.00003721947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001785009,"about_ca_topic_score_gemma":0.0001282675,"domain_scores_codex":[0.9989387,0.00001531254,0.0001926165,0.0002693323,0.0002176414,0.0003663787],"domain_scores_gemma":[0.999207,0.0000374235,0.00003381662,0.0004691538,0.0001241667,0.0001284626],"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":[0.00002958196,0.0000275349,0.0005344356,0.00003069872,0.00007556187,0.00003966926,0.001144515,0.0006394204,0.9845373,0.0003876149,0.008190334,0.004363302],"study_design_scores_gemma":[0.001028547,0.0001271648,0.0008075785,0.00005956901,0.00002823803,0.00007208355,0.0002733841,0.005364728,0.9478753,0.001065089,0.04253376,0.0007645348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449133,0.000006297377,0.00004421832,0.00005937524,0.0004759715,0.0001470873,0.00003052673,0.000449159,0.05387407],"genre_scores_gemma":[0.9879398,0.000001374723,0.009982693,0.0001599692,0.0003095301,0.00002135963,0.00004297822,0.00009804207,0.001444294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05242977,"threshold_uncertainty_score":0.9975569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373933689023169,"score_gpt":0.2180320271982013,"score_spread":0.2042926903079696,"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."}}