{"id":"W4237539145","doi":"10.5539/mas.v10n11p284","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 10, No. 11","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03072155,0.002598712,0.005402996,0.007735245,0.004986735,0.009754515,0.004912967,0.01518128,0.09389165],"category_scores_gemma":[0.3527166,0.001562002,0.004148057,0.003320324,0.002684996,0.006470294,0.00359299,0.01211629,0.05717111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059727,"about_ca_system_score_gemma":0.01008371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822475,"about_ca_topic_score_gemma":0.00560706,"domain_scores_codex":[0.964945,0.006415884,0.00713083,0.002274798,0.017685,0.001548517],"domain_scores_gemma":[0.3208731,0.03174223,0.0106398,0.005300663,0.6223021,0.009142136],"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":[0.00002235217,0.000003294718,0.00005081651,0.0002943412,0.000007000466,0.00005119964,0.00002536261,0.000006860039,0.00003243856,0.0001176198,0.9965725,0.002816304],"study_design_scores_gemma":[0.0001010996,0.00002780452,0.0005832978,0.00161643,0.00005879697,0.000587568,0.0002250288,0.0001791149,0.0002165919,0.001075536,0.9952397,0.00008901638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007302558,0.002267353,0.0007414009,0.1094244,0.8843077,0.0002859293,0.0003763999,0.0002492429,0.002274507],"genre_scores_gemma":[0.002868108,0.006796008,0.001945402,0.1651259,0.7598459,0.00129234,0.001188373,0.0007140694,0.06022385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09389165,"threshold_uncertainty_score":0.3140988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485996011248569,"score_gpt":0.2759300215300715,"score_spread":0.2610700614175858,"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."}}