{"id":"W4232480132","doi":"10.2961/jlmn.2008.03.0008","title":"http://www.jlps.gr.jp/jlmn/index.php?action=laser_volno&volno=303","year":2008,"lang":"en","type":"article","venue":"Journal of Laser Micro/Nanoengineering","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Index (typography); Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0001801509,0.0005984346,0.0005580548,0.001486865,0.0004270735,0.001040104,0.0007388495,0.0005124984,0.4544303],"category_scores_gemma":[0.0001490241,0.0004163281,0.000158861,0.0007688265,0.0001812939,0.0009974369,0.0007427516,0.0005057216,0.3053535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096514,"about_ca_system_score_gemma":0.0002360152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008758995,"about_ca_topic_score_gemma":0.001335924,"domain_scores_codex":[0.9999446,0.000002885986,0.000002830657,0.000008863794,0.00002898576,0.00001181771],"domain_scores_gemma":[0.9998676,0.0000154876,0.00001231265,0.00002724387,0.00002872371,0.00004874256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005398396,0.0003995133,0.001981158,0.001223461,0.00003431545,0.0006415502,0.0002495122,0.0003837261,0.0972281,0.004038061,0.442682,0.4505987],"study_design_scores_gemma":[0.00009077666,0.0001037171,0.004675501,0.0001062936,0.00002019618,0.0006285892,0.0001041721,0.001942726,0.05970861,0.002591472,0.9299978,0.00003019703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04952028,0.004515,0.03922195,0.002164512,0.001258088,0.0004312709,0.08400437,0.07955801,0.7393265],"genre_scores_gemma":[0.1359542,0.005486723,0.03721991,0.000650957,0.000405734,0.0004531163,0.08483606,0.009817532,0.7251757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5455697,"threshold_uncertainty_score":0.7781889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553645191276903,"score_gpt":0.2466912041112197,"score_spread":0.2111547521984506,"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."}}