{"id":"W4256417285","doi":"10.5539/mas.v12n10p219","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 12, No. 10","year":2018,"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; Engineering ethics; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03057803,0.002718589,0.00526055,0.008294928,0.004929293,0.009573998,0.005270264,0.01553099,0.1006215],"category_scores_gemma":[0.351192,0.001605518,0.004115265,0.003594031,0.002638808,0.00676381,0.003630522,0.01194029,0.06243613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00507376,"about_ca_system_score_gemma":0.01055642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147989,"about_ca_topic_score_gemma":0.006300279,"domain_scores_codex":[0.9666027,0.006065226,0.006636833,0.002124357,0.01701931,0.001551679],"domain_scores_gemma":[0.3287942,0.03043078,0.01119289,0.005104042,0.6150526,0.009425366],"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":[0.00002090852,0.000003173843,0.00004822723,0.0002809808,0.000006613021,0.00004745319,0.0000244849,0.000005657851,0.00003119214,0.0001046983,0.9966353,0.002791417],"study_design_scores_gemma":[0.000105967,0.00002827301,0.0005732774,0.001662048,0.00005910105,0.0005770696,0.0002323756,0.0001716032,0.0002182938,0.001082256,0.9952009,0.00008892305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007172024,0.002410423,0.0007222263,0.1074884,0.8861068,0.0002699064,0.000370955,0.0002642057,0.002295408],"genre_scores_gemma":[0.002831626,0.007169563,0.001954346,0.1675047,0.7546242,0.001342069,0.001202477,0.000808536,0.0625625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8993785,"threshold_uncertainty_score":0.3366124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686145856073526,"score_gpt":0.2875449385707394,"score_spread":0.2706834800100041,"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."}}