{"id":"W2105669710","doi":"10.1109/cleoe.2011.5943106","title":"Athermal Ho&lt;sup&gt;3+&lt;/sup&gt;-doped amplifier with two pumps","year":2011,"lang":"en","type":"article","venue":"","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Manifold (fluid mechanics); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002078663,0.0003757707,0.0004215098,0.00005564374,0.0001847495,0.0001396472,0.0006503909,0.0001029999,0.008574082],"category_scores_gemma":[0.00001381265,0.0002465633,0.0001274187,0.0001517696,0.0002704195,0.0001989177,0.0004391942,0.0002191521,0.0004114385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339727,"about_ca_system_score_gemma":0.00005098483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124212,"about_ca_topic_score_gemma":0.000007633127,"domain_scores_codex":[0.9981319,0.00004443079,0.0004225223,0.000504145,0.0002407247,0.0006563028],"domain_scores_gemma":[0.9989021,0.00003904641,0.0001165945,0.0006869051,0.0001220029,0.0001333242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001225133,0.001494727,0.009290252,0.0001123001,0.0008939538,0.00005198583,0.001115839,0.0009441121,0.03829283,0.8813559,0.009253742,0.05596919],"study_design_scores_gemma":[0.01292109,0.004613795,0.003104837,0.0005406105,0.0008679845,0.00005215195,0.00486253,0.02306871,0.3383493,0.1965735,0.4075754,0.007470115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074093,0.00004438226,0.02057547,0.0001954462,0.0001319946,0.000387728,0.000037286,0.0004616366,0.1707568],"genre_scores_gemma":[0.9811366,0.000008343527,0.01400671,0.0001393517,0.0003455087,0.00007977222,0.00001765648,0.00006166412,0.004204423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6847824,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725649893609405,"score_gpt":0.2304362000394061,"score_spread":0.203179701103312,"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."}}