{"id":"W4249432757","doi":"10.5539/apr.v7n3p93","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 7, No. 3","year":2015,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Computer science; Library science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006668147,0.0003478235,0.0004711571,0.00005957364,0.0004974009,0.000132247,0.0009474017,0.0001845397,0.0005058477],"category_scores_gemma":[0.004971659,0.0003309591,0.0002126649,0.0009798551,0.000540697,0.0001445096,0.0007499029,0.001745766,0.007899744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999783,"about_ca_system_score_gemma":0.0002394866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009376032,"about_ca_topic_score_gemma":0.00000133645,"domain_scores_codex":[0.9953727,0.0000676578,0.0004080342,0.000954028,0.001827816,0.00136983],"domain_scores_gemma":[0.9716232,0.0008240729,0.00009100893,0.001125055,0.02577978,0.0005568778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002554758,0.0009605076,0.000004899405,0.0004416447,0.0001156215,0.000001025194,0.0001648313,0.0001117329,0.2832487,0.01877804,0.6625717,0.03334581],"study_design_scores_gemma":[0.0008012744,0.00003550299,5.612821e-7,0.00005988896,0.00001426837,4.739553e-8,0.0001625444,0.0004544563,0.3569648,0.1352255,0.506021,0.0002602928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01536397,0.0003864082,0.01163092,0.000116636,0.002762825,0.002941648,0.0002617225,0.0004059784,0.9661299],"genre_scores_gemma":[0.8007632,0.0003018414,0.009244862,0.0006452856,0.07806013,0.01541806,0.002318088,0.0008094444,0.09243903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8736908,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553375754028708,"score_gpt":0.4323727282505828,"score_spread":0.277035152847712,"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."}}