{"id":"W3192232378","doi":"10.20935/al2581","title":"LASER TECHNIQUE FOR LOCAL MASS TRANSFER MEASUREMENTS","year":2021,"lang":"en","type":"article","venue":"Academia Letters","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Laser; Mass transfer; Laser beams; Optics; Materials science; Physics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007668023,0.0007713403,0.0006100978,0.001988583,0.001190019,0.0004751069,0.00118364,0.001014853,0.01461373],"category_scores_gemma":[0.0009398118,0.0003999447,0.0003279221,0.001816125,0.0005621607,0.0008801105,0.0007344035,0.001908468,0.00480908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000454928,"about_ca_system_score_gemma":0.0006165372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009193719,"about_ca_topic_score_gemma":0.002106398,"domain_scores_codex":[0.9991466,0.0001066461,0.00004320468,0.0002926441,0.0003403406,0.00007057831],"domain_scores_gemma":[0.9990473,0.0002495764,0.0001191266,0.0002217138,0.0003240119,0.00003817951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007200051,0.00003033462,0.0004302723,0.0002618535,0.00001919623,0.00008312926,0.00007373967,0.0001391499,0.9797143,0.0008378369,0.001546647,0.01679171],"study_design_scores_gemma":[0.00002884602,0.0002480937,0.002109825,0.00002819005,0.00004967726,0.0004386095,0.00006576486,0.002399796,0.9753292,0.0004743,0.01879545,0.00003232098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2234326,0.00656765,0.7341443,0.0008227307,0.0008581042,0.0009081447,0.002498567,0.006901633,0.02386623],"genre_scores_gemma":[0.5327174,0.004533591,0.4304921,0.0009026807,0.0002297732,0.002685758,0.001589687,0.00102924,0.02581972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461373,"threshold_uncertainty_score":0.04888773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765047407924755,"score_gpt":0.2518340209820482,"score_spread":0.2341835469028006,"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."}}