{"id":"W4387304710","doi":"10.20944/preprints202309.2172.v1","title":"Compact diode pumped solid state laser with intracavity pump-enhanced DFG emitting at ~3.5 microns","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Laser; Diode; Lithium niobate; Continuous wave; Optoelectronics; Crystal (programming language); Optics; Optical pumping; Laser pumping; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006266454,0.001144388,0.001286871,0.0004316069,0.0002379897,0.0001060305,0.001632831,0.0007265029,0.0002477599],"category_scores_gemma":[0.0003706908,0.001163465,0.0003033418,0.0004971679,0.0003225329,0.0002249001,0.003311879,0.002806935,0.003479527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029559,"about_ca_system_score_gemma":0.0001173688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250997,"about_ca_topic_score_gemma":0.0004924614,"domain_scores_codex":[0.9951236,0.0001227974,0.001028342,0.001680298,0.0005941147,0.001450868],"domain_scores_gemma":[0.9959543,0.0003132197,0.0003897586,0.002878699,0.0001807184,0.0002833074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002886793,0.0001474111,0.3025763,0.001556892,0.001576359,0.0003052945,0.002866694,0.5024039,0.1864845,0.00001049069,0.000750824,0.001032605],"study_design_scores_gemma":[0.0006340658,0.00003167135,0.167646,0.0005980997,0.0001222472,0.00001955369,0.0002913611,0.005345897,0.822391,0.001121321,0.000486434,0.001312429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983487,0.00007569963,0.001740275,0.000342306,0.0009875261,0.001257423,0.000371211,0.009513052,0.002225558],"genre_scores_gemma":[0.995667,0.0005838338,0.0006590792,0.00003844518,0.0001292937,0.0003358265,0.0002059727,0.0004078791,0.001972603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6359064,"threshold_uncertainty_score":0.9994937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08229597244442977,"score_gpt":0.3172625713772602,"score_spread":0.2349665989328305,"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."}}